Spaces:
Running
Running
| { | |
| "edges": [ | |
| { | |
| "id": "Import Parquet 1 Train/test split 1", | |
| "source": "Import Parquet 1", | |
| "sourceHandle": "output", | |
| "target": "Train/test split 1", | |
| "targetHandle": "bundle" | |
| }, | |
| { | |
| "id": "Train/test split 1 Define model 1", | |
| "source": "Train/test split 1", | |
| "sourceHandle": "output", | |
| "target": "Define model 1", | |
| "targetHandle": "bundle" | |
| }, | |
| { | |
| "id": "Define model 1 Train model 2", | |
| "source": "Define model 1", | |
| "sourceHandle": "output", | |
| "target": "Train model 2", | |
| "targetHandle": "bundle" | |
| }, | |
| { | |
| "id": "Train model 2 Model inference 1", | |
| "source": "Train model 2", | |
| "sourceHandle": "output", | |
| "target": "Model inference 1", | |
| "targetHandle": "bundle" | |
| }, | |
| { | |
| "id": "Train model 2 View loss 1", | |
| "source": "Train model 2", | |
| "sourceHandle": "output", | |
| "target": "View loss 1", | |
| "targetHandle": "bundle" | |
| }, | |
| { | |
| "id": "Model inference 1 View tables 1", | |
| "source": "Model inference 1", | |
| "sourceHandle": "output", | |
| "target": "View tables 1", | |
| "targetHandle": "bundle" | |
| } | |
| ], | |
| "env": "LynxKite Graph Analytics", | |
| "nodes": [ | |
| { | |
| "_data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| } | |
| }, | |
| "other": {}, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "inputs": { | |
| "bundle": { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| }, | |
| "name": "Train/test split", | |
| "outputs": { | |
| "output": { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| }, | |
| "params": { | |
| "table_name": { | |
| "default": null, | |
| "name": "table_name", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| }, | |
| "test_ratio": { | |
| "default": 0.1, | |
| "name": "test_ratio", | |
| "type": { | |
| "type": "<class 'float'>" | |
| } | |
| } | |
| }, | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "table_name": "df", | |
| "test_ratio": 0.1 | |
| }, | |
| "status": "done", | |
| "title": "Train/test split" | |
| }, | |
| "data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| } | |
| }, | |
| "other": {}, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "inputs": { | |
| "bundle": { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| }, | |
| "name": "Train/test split", | |
| "outputs": { | |
| "output": { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| }, | |
| "params": { | |
| "table_name": { | |
| "default": null, | |
| "name": "table_name", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| }, | |
| "test_ratio": { | |
| "default": 0.1, | |
| "name": "test_ratio", | |
| "type": { | |
| "type": "<class 'float'>" | |
| } | |
| } | |
| }, | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "table_name": "df", | |
| "test_ratio": 0.1 | |
| }, | |
| "status": "done", | |
| "title": "Train/test split" | |
| }, | |
| "dragHandle": ".bg-primary", | |
| "height": 282.0, | |
| "id": "Train/test split 1", | |
| "position": { | |
| "x": 345.0, | |
| "y": 139.0 | |
| }, | |
| "type": "basic", | |
| "width": 259.0 | |
| }, | |
| { | |
| "_data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [], | |
| "meta": { | |
| "inputs": {}, | |
| "name": "Import Parquet", | |
| "outputs": { | |
| "output": { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| }, | |
| "params": { | |
| "filename": { | |
| "default": null, | |
| "name": "filename", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| } | |
| }, | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "filename": "uploads/plus-one-dataset.parquet" | |
| }, | |
| "status": "done", | |
| "title": "Import Parquet" | |
| }, | |
| "data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [], | |
| "meta": { | |
| "inputs": {}, | |
| "name": "Import Parquet", | |
| "outputs": { | |
| "output": { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| }, | |
| "params": { | |
| "filename": { | |
| "default": null, | |
| "name": "filename", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| } | |
| }, | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "filename": "uploads/plus-one-dataset.parquet" | |
| }, | |
| "status": "done", | |
| "title": "Import Parquet" | |
| }, | |
| "dragHandle": ".bg-primary", | |
| "height": 403.0, | |
| "id": "Import Parquet 1", | |
| "position": { | |
| "x": -166.0, | |
| "y": 112.0 | |
| }, | |
| "type": "basic", | |
| "width": 371.0 | |
| }, | |
| { | |
| "_data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| } | |
| }, | |
| "other": {}, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "inputs": { | |
| "bundle": { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| }, | |
| "name": "Define model", | |
| "outputs": { | |
| "output": { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| }, | |
| "params": { | |
| "model_workspace": { | |
| "default": null, | |
| "name": "model_workspace", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| }, | |
| "save_as": { | |
| "default": "model", | |
| "name": "save_as", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| } | |
| }, | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "model_workspace": "Model definition", | |
| "save_as": "model" | |
| }, | |
| "status": "done", | |
| "title": "Define model" | |
| }, | |
| "data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| } | |
| }, | |
| "other": {}, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "inputs": { | |
| "bundle": { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| }, | |
| "name": "Define model", | |
| "outputs": { | |
| "output": { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| }, | |
| "params": { | |
| "model_workspace": { | |
| "default": null, | |
| "name": "model_workspace", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| }, | |
| "save_as": { | |
| "default": "model", | |
| "name": "save_as", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| } | |
| }, | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "model_workspace": "Model definition", | |
| "save_as": "model" | |
| }, | |
| "status": "done", | |
| "title": "Define model" | |
| }, | |
| "dragHandle": ".bg-primary", | |
| "height": 537.0, | |
| "id": "Define model 1", | |
| "position": { | |
| "x": 795.0, | |
| "y": -45.0 | |
| }, | |
| "type": "basic", | |
| "width": 498.0 | |
| }, | |
| { | |
| "_data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| } | |
| }, | |
| "other": { | |
| "model": { | |
| "model": { | |
| "inputs": [ | |
| "Input__tensor_1_output" | |
| ], | |
| "loss_inputs": [ | |
| "Output_1_x", | |
| "Input__tensor_3_output" | |
| ], | |
| "outputs": [ | |
| "Output_1_x" | |
| ], | |
| "trained": false | |
| }, | |
| "type": "model" | |
| } | |
| }, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "inputs": { | |
| "bundle": { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| }, | |
| "name": "Train model", | |
| "outputs": { | |
| "output": { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| }, | |
| "params": { | |
| "epochs": { | |
| "default": 1.0, | |
| "name": "epochs", | |
| "type": { | |
| "type": "<class 'int'>" | |
| } | |
| }, | |
| "input_mapping": { | |
| "default": null, | |
| "name": "input_mapping", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.lynxkite_ops.ModelTrainingInputMapping'>" | |
| } | |
| }, | |
| "model_name": { | |
| "default": "model", | |
| "name": "model_name", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| } | |
| }, | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "epochs": "501", | |
| "input_mapping": "{\"map\":{\"Input__tensor_1_output\":{\"df\":\"df_train\",\"column\":\"x\"},\"Input__tensor_3_output\":{\"df\":\"df_train\",\"column\":\"y\"}}}", | |
| "model_name": "model" | |
| }, | |
| "status": "done", | |
| "title": "Train model" | |
| }, | |
| "data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| } | |
| }, | |
| "other": { | |
| "model": { | |
| "model": { | |
| "inputs": [ | |
| "Input__tensor_1_output" | |
| ], | |
| "loss_inputs": [ | |
| "Input__tensor_3_output", | |
| "Output_1_x" | |
| ], | |
| "outputs": [ | |
| "Output_1_x" | |
| ], | |
| "trained": false | |
| }, | |
| "type": "model" | |
| } | |
| }, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "inputs": { | |
| "bundle": { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| }, | |
| "name": "Train model", | |
| "outputs": { | |
| "output": { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| }, | |
| "params": { | |
| "epochs": { | |
| "default": 1.0, | |
| "name": "epochs", | |
| "type": { | |
| "type": "<class 'int'>" | |
| } | |
| }, | |
| "input_mapping": { | |
| "default": null, | |
| "name": "input_mapping", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.lynxkite_ops.ModelTrainingInputMapping'>" | |
| } | |
| }, | |
| "model_name": { | |
| "default": "model", | |
| "name": "model_name", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| } | |
| }, | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "epochs": "501", | |
| "input_mapping": "{\"map\":{\"Input__tensor_1_output\":{\"df\":\"df_train\",\"column\":\"x\"},\"Input__tensor_3_output\":{\"df\":\"df_train\",\"column\":\"y\"}}}", | |
| "model_name": "model" | |
| }, | |
| "status": "done", | |
| "title": "Train model" | |
| }, | |
| "dragHandle": ".bg-primary", | |
| "height": 604.0, | |
| "id": "Train model 2", | |
| "position": { | |
| "x": 1399.5245787239226, | |
| "y": -19.196202428593544 | |
| }, | |
| "type": "basic", | |
| "width": 586.0 | |
| }, | |
| { | |
| "_data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "training": { | |
| "columns": [ | |
| "training_loss" | |
| ] | |
| } | |
| }, | |
| "other": { | |
| "model": { | |
| "model": { | |
| "inputs": [ | |
| "Input__tensor_1_output" | |
| ], | |
| "loss_inputs": [ | |
| "Output_1_x", | |
| "Input__tensor_3_output" | |
| ], | |
| "outputs": [ | |
| "Output_1_x" | |
| ], | |
| "trained": true | |
| }, | |
| "type": "model" | |
| } | |
| }, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "inputs": { | |
| "bundle": { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| }, | |
| "name": "Model inference", | |
| "outputs": { | |
| "output": { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| }, | |
| "params": { | |
| "input_mapping": { | |
| "default": null, | |
| "name": "input_mapping", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.lynxkite_ops.ModelInferenceInputMapping'>" | |
| } | |
| }, | |
| "model_name": { | |
| "default": "model", | |
| "name": "model_name", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| }, | |
| "output_mapping": { | |
| "default": null, | |
| "name": "output_mapping", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.lynxkite_ops.ModelOutputMapping'>" | |
| } | |
| } | |
| }, | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "input_mapping": "{\"map\":{\"Input__tensor_1_output\":{\"df\":\"df_test\",\"column\":\"x\"}}}", | |
| "model_name": "model", | |
| "output_mapping": "{\"map\":{\"Output_1_x\":{\"df\":\"df_test\",\"column\":\"pred\"}}}" | |
| }, | |
| "status": "done", | |
| "title": "Model inference" | |
| }, | |
| "data": { | |
| "__execution_delay": 0.0, | |
| "collapsed": null, | |
| "display": null, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "training": { | |
| "columns": [ | |
| "training_loss" | |
| ] | |
| } | |
| }, | |
| "other": { | |
| "model": { | |
| "model": { | |
| "inputs": [ | |
| "Input__tensor_1_output" | |
| ], | |
| "loss_inputs": [ | |
| "Input__tensor_3_output", | |
| "Output_1_x" | |
| ], | |
| "outputs": [ | |
| "Output_1_x" | |
| ], | |
| "trained": true | |
| }, | |
| "type": "model" | |
| } | |
| }, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "inputs": { | |
| "bundle": { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| }, | |
| "name": "Model inference", | |
| "outputs": { | |
| "output": { | |
| "name": "output", | |
| "position": "right", | |
| "type": { | |
| "type": "None" | |
| } | |
| } | |
| }, | |
| "params": { | |
| "input_mapping": { | |
| "default": null, | |
| "name": "input_mapping", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.lynxkite_ops.ModelInferenceInputMapping'>" | |
| } | |
| }, | |
| "model_name": { | |
| "default": "model", | |
| "name": "model_name", | |
| "type": { | |
| "type": "<class 'str'>" | |
| } | |
| }, | |
| "output_mapping": { | |
| "default": null, | |
| "name": "output_mapping", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.lynxkite_ops.ModelOutputMapping'>" | |
| } | |
| } | |
| }, | |
| "type": "basic" | |
| }, | |
| "params": { | |
| "input_mapping": "{\"map\":{\"Input__tensor_1_output\":{\"df\":\"df_test\",\"column\":\"x\"}}}", | |
| "model_name": "model", | |
| "output_mapping": "{\"map\":{\"Output_1_x\":{\"df\":\"df_test\",\"column\":\"pred\"}}}" | |
| }, | |
| "status": "done", | |
| "title": "Model inference" | |
| }, | |
| "dragHandle": ".bg-primary", | |
| "height": 650.0, | |
| "id": "Model inference 1", | |
| "position": { | |
| "x": 2181.718373860645, | |
| "y": -69.44701793295484 | |
| }, | |
| "type": "basic", | |
| "width": 529.0 | |
| }, | |
| { | |
| "_data": { | |
| "__execution_delay": null, | |
| "collapsed": false, | |
| "display": { | |
| "series": [ | |
| { | |
| "data": [ | |
| 5.194248676300049, | |
| 4.732226848602295, | |
| 4.301504611968994, | |
| 3.9289824962615967, | |
| 3.6416826248168945, | |
| 3.4493889808654785, | |
| 3.339247703552246, | |
| 3.2848846912384033, | |
| 3.2611656188964844, | |
| 3.251643180847168, | |
| 3.2479231357574463, | |
| 3.2463886737823486, | |
| 3.245635986328125, | |
| 3.245159149169922, | |
| 3.2447798252105713, | |
| 3.2444353103637695, | |
| 3.2441060543060303, | |
| 3.2437832355499268, | |
| 3.243464469909668, | |
| 3.243149518966675, | |
| 3.2428362369537354, | |
| 3.242525339126587, | |
| 3.2422165870666504, | |
| 3.241910457611084, | |
| 3.2416069507598877, | |
| 3.2413055896759033, | |
| 3.2410058975219727, | |
| 3.240708112716675, | |
| 3.2404117584228516, | |
| 3.2401177883148193, | |
| 3.239825487136841, | |
| 3.239534616470337, | |
| 3.239245653152466, | |
| 3.2389581203460693, | |
| 3.238672971725464, | |
| 3.238389015197754, | |
| 3.2381069660186768, | |
| 3.237826108932495, | |
| 3.2375471591949463, | |
| 3.237269878387451, | |
| 3.2369940280914307, | |
| 3.236720085144043, | |
| 3.2364470958709717, | |
| 3.236175775527954, | |
| 3.2359063625335693, | |
| 3.2356388568878174, | |
| 3.235372304916382, | |
| 3.235107183456421, | |
| 3.2348432540893555, | |
| 3.234581232070923, | |
| 3.2343204021453857, | |
| 3.2340610027313232, | |
| 3.233802556991577, | |
| 3.233546257019043, | |
| 3.233290910720825, | |
| 3.233036518096924, | |
| 3.2327840328216553, | |
| 3.2325327396392822, | |
| 3.232283115386963, | |
| 3.232034921646118, | |
| 3.2317872047424316, | |
| 3.2315409183502197, | |
| 3.2312965393066406, | |
| 3.231052875518799, | |
| 3.2308101654052734, | |
| 3.2305691242218018, | |
| 3.2303292751312256, | |
| 3.230090379714966, | |
| 3.2298526763916016, | |
| 3.2296159267425537, | |
| 3.2293803691864014, | |
| 3.2291462421417236, | |
| 3.228912591934204, | |
| 3.2286808490753174, | |
| 3.228449821472168, | |
| 3.228219985961914, | |
| 3.2279903888702393, | |
| 3.2277631759643555, | |
| 3.22753643989563, | |
| 3.2273104190826416, | |
| 3.2270853519439697, | |
| 3.2268614768981934, | |
| 3.226637363433838, | |
| 3.2264153957366943, | |
| 3.2261929512023926, | |
| 3.2259714603424072, | |
| 3.2257511615753174, | |
| 3.2255313396453857, | |
| 3.2253129482269287, | |
| 3.225095272064209, | |
| 3.224879264831543, | |
| 3.224663734436035, | |
| 3.2244486808776855, | |
| 3.2242350578308105, | |
| 3.224022388458252, | |
| 3.223810911178589, | |
| 3.223599672317505, | |
| 3.2233896255493164, | |
| 3.2231807708740234, | |
| 3.2229726314544678, | |
| 3.222764730453491, | |
| 3.2225584983825684, | |
| 3.2223527431488037, | |
| 3.2221477031707764, | |
| 3.2219433784484863, | |
| 3.2217350006103516, | |
| 3.2210605144500732, | |
| 3.2179861068725586, | |
| 3.1490979194641113, | |
| 2.5611555576324463, | |
| 2.1667709350585938, | |
| 1.941397786140442, | |
| 1.8211313486099243, | |
| 1.7602094411849976, | |
| 1.7300406694412231, | |
| 1.7150671482086182, | |
| 1.707504153251648, | |
| 1.703554630279541, | |
| 1.7013800144195557, | |
| 1.7000809907913208, | |
| 1.6992148160934448, | |
| 1.6985713243484497, | |
| 1.6980407238006592, | |
| 1.6975696086883545, | |
| 1.6971304416656494, | |
| 1.69670832157135, | |
| 1.696295976638794, | |
| 1.6958922147750854, | |
| 1.6954957246780396, | |
| 1.6951044797897339, | |
| 1.6947181224822998, | |
| 1.694334626197815, | |
| 1.6939517259597778, | |
| 1.6935737133026123, | |
| 1.6931995153427124, | |
| 1.6928293704986572, | |
| 1.6924631595611572, | |
| 1.6921008825302124, | |
| 1.6917426586151123, | |
| 1.6913865804672241, | |
| 1.6910340785980225, | |
| 1.690685510635376, | |
| 1.690340518951416, | |
| 1.6899985074996948, | |
| 1.689659595489502, | |
| 1.6893242597579956, | |
| 1.6889920234680176, | |
| 1.6886632442474365, | |
| 1.688332438468933, | |
| 1.6879974603652954, | |
| 1.6876615285873413, | |
| 1.687328815460205, | |
| 1.6869547367095947, | |
| 1.6862459182739258, | |
| 1.6816266775131226, | |
| 1.5337661504745483, | |
| 0.8366889357566833, | |
| 0.46365517377853394, | |
| 0.2645129859447479, | |
| 0.16432315111160278, | |
| 0.11595670133829117, | |
| 0.09297489374876022, | |
| 0.08202926814556122, | |
| 0.07672866433858871, | |
| 0.07407510280609131, | |
| 0.07266353815793991, | |
| 0.07183551043272018, | |
| 0.07128453254699707, | |
| 0.07086450606584549, | |
| 0.07050899416208267, | |
| 0.0701858326792717, | |
| 0.06987988203763962, | |
| 0.0695839673280716, | |
| 0.06929467618465424, | |
| 0.06901033222675323, | |
| 0.0687265694141388, | |
| 0.0684463381767273, | |
| 0.06816895306110382, | |
| 0.06789495050907135, | |
| 0.0676238089799881, | |
| 0.06735056638717651, | |
| 0.06708052009344101, | |
| 0.06681209057569504, | |
| 0.06654231995344162, | |
| 0.06627301871776581, | |
| 0.06600192189216614, | |
| 0.06573258340358734, | |
| 0.06545879691839218, | |
| 0.06518517434597015, | |
| 0.06490959227085114, | |
| 0.06463567167520523, | |
| 0.0643647089600563, | |
| 0.06409519165754318, | |
| 0.06382837891578674, | |
| 0.06356203556060791, | |
| 0.06330081075429916, | |
| 0.06304193288087845, | |
| 0.06278356909751892, | |
| 0.06252720952033997, | |
| 0.06227334961295128, | |
| 0.06202361360192299, | |
| 0.0617777444422245, | |
| 0.06153156980872154, | |
| 0.061283886432647705, | |
| 0.061029158532619476, | |
| 0.06077418848872185, | |
| 0.060523588210344315, | |
| 0.06027815118432045, | |
| 0.06003476679325104, | |
| 0.059792377054691315, | |
| 0.059549830853939056, | |
| 0.05930154025554657, | |
| 0.05905551835894585, | |
| 0.05881192907691002, | |
| 0.0585709884762764, | |
| 0.05833115428686142, | |
| 0.05809348449110985, | |
| 0.0578579381108284, | |
| 0.05762450024485588, | |
| 0.05739405006170273, | |
| 0.05716623365879059, | |
| 0.056934017688035965, | |
| 0.05670491233468056, | |
| 0.05647972598671913, | |
| 0.05625642091035843, | |
| 0.05603497847914696, | |
| 0.05581538379192352, | |
| 0.05559813603758812, | |
| 0.05538330227136612, | |
| 0.055170174688100815, | |
| 0.054959800094366074, | |
| 0.05475304275751114, | |
| 0.054547909647226334, | |
| 0.05434436723589897, | |
| 0.05414241552352905, | |
| 0.053942013531923294, | |
| 0.053743164986371994, | |
| 0.05354584753513336, | |
| 0.05335003510117531, | |
| 0.05315623804926872, | |
| 0.05296580120921135, | |
| 0.052776746451854706, | |
| 0.052589051425457, | |
| 0.05240271985530853, | |
| 0.05221769958734512, | |
| 0.05203401669859886, | |
| 0.05185163766145706, | |
| 0.05167055502533913, | |
| 0.05149075761437416, | |
| 0.05131221190094948, | |
| 0.051134925335645676, | |
| 0.05095922574400902, | |
| 0.05078546702861786, | |
| 0.05061294883489609, | |
| 0.05044237896800041, | |
| 0.050274644047021866, | |
| 0.05010804161429405, | |
| 0.04994256794452667, | |
| 0.049778200685977936, | |
| 0.04961492121219635, | |
| 0.049452755600214005, | |
| 0.04929284378886223, | |
| 0.04913467913866043, | |
| 0.04897753894329071, | |
| 0.04882141575217247, | |
| 0.04866630584001541, | |
| 0.04851251095533371, | |
| 0.04836169257760048, | |
| 0.04821375384926796, | |
| 0.04806669428944588, | |
| 0.04792052507400513, | |
| 0.04777522012591362, | |
| 0.04763077199459076, | |
| 0.04748716205358505, | |
| 0.047344379127025604, | |
| 0.04720241203904152, | |
| 0.04706142097711563, | |
| 0.04692186415195465, | |
| 0.04678306728601456, | |
| 0.04664503037929535, | |
| 0.04650787264108658, | |
| 0.04637163504958153, | |
| 0.046236440539360046, | |
| 0.04610292613506317, | |
| 0.04597007483243942, | |
| 0.045837946236133575, | |
| 0.04570755362510681, | |
| 0.04557782784104347, | |
| 0.04544825479388237, | |
| 0.0453183650970459, | |
| 0.045189570635557175, | |
| 0.04506213217973709, | |
| 0.04493529349565506, | |
| 0.044809043407440186, | |
| 0.044683389365673065, | |
| 0.04455830156803131, | |
| 0.04443386197090149, | |
| 0.04431009292602539, | |
| 0.04418685659766197, | |
| 0.04406414180994034, | |
| 0.043941959738731384, | |
| 0.043820276856422424, | |
| 0.04369909688830376, | |
| 0.043578337877988815, | |
| 0.04345747083425522, | |
| 0.04333708435297012, | |
| 0.04321715980768204, | |
| 0.04309769719839096, | |
| 0.0429786778986454, | |
| 0.04286010563373566, | |
| 0.04274197295308113, | |
| 0.042624276131391525, | |
| 0.042507000267505646, | |
| 0.04239014536142349, | |
| 0.04227370768785477, | |
| 0.042157672345638275, | |
| 0.042042046785354614, | |
| 0.04192682355642319, | |
| 0.0418119840323925, | |
| 0.041697535663843155, | |
| 0.04158347100019455, | |
| 0.04146978259086609, | |
| 0.041356466710567474, | |
| 0.041243527084589005, | |
| 0.041130952537059784, | |
| 0.04101872816681862, | |
| 0.040906865149736404, | |
| 0.04079534858465195, | |
| 0.04068418964743614, | |
| 0.0405733622610569, | |
| 0.040462885051965714, | |
| 0.04035273939371109, | |
| 0.04024292156100273, | |
| 0.040133725851774216, | |
| 0.040025271475315094, | |
| 0.03991713374853134, | |
| 0.03980930522084236, | |
| 0.039701659232378006, | |
| 0.039593927562236786, | |
| 0.039486486464738846, | |
| 0.03937936946749687, | |
| 0.039272651076316833, | |
| 0.039166223257780075, | |
| 0.039060063660144806, | |
| 0.038954153656959534, | |
| 0.0388483963906765, | |
| 0.038742903620004654, | |
| 0.0386376827955246, | |
| 0.03853272274136543, | |
| 0.03842802718281746, | |
| 0.03832358866930008, | |
| 0.03821941092610359, | |
| 0.0381154865026474, | |
| 0.038011811673641205, | |
| 0.0379084013402462, | |
| 0.037805236876010895, | |
| 0.03770232945680618, | |
| 0.03759966045618057, | |
| 0.037497248500585556, | |
| 0.03739452734589577, | |
| 0.03729122132062912, | |
| 0.03718816488981247, | |
| 0.03708536550402641, | |
| 0.03698281571269035, | |
| 0.03688051551580429, | |
| 0.036778464913368225, | |
| 0.03667666018009186, | |
| 0.03657510131597519, | |
| 0.03647379204630852, | |
| 0.036372724920511246, | |
| 0.03627190366387367, | |
| 0.036171332001686096, | |
| 0.036071084439754486, | |
| 0.03597136586904526, | |
| 0.03587188571691513, | |
| 0.03577264025807381, | |
| 0.035673633217811584, | |
| 0.03557485342025757, | |
| 0.03547630459070206, | |
| 0.03537798300385475, | |
| 0.035279903560876846, | |
| 0.035182058811187744, | |
| 0.03508443757891655, | |
| 0.03498705103993416, | |
| 0.034889888018369675, | |
| 0.034792978316545486, | |
| 0.03469628840684891, | |
| 0.03459983691573143, | |
| 0.034503620117902756, | |
| 0.034407634288072586, | |
| 0.03431188315153122, | |
| 0.034216366708278656, | |
| 0.0341210775077343, | |
| 0.03402603417634964, | |
| 0.033931225538253784, | |
| 0.03383665531873703, | |
| 0.03374231979250908, | |
| 0.03364821895956993, | |
| 0.033554356545209885, | |
| 0.03346073254942894, | |
| 0.03336735814809799, | |
| 0.033274225890636444, | |
| 0.0331813283264637, | |
| 0.03308868035674095, | |
| 0.03299626335501671, | |
| 0.03290409594774246, | |
| 0.032812174409627914, | |
| 0.032720498740673065, | |
| 0.032629065215587616, | |
| 0.03253787383437157, | |
| 0.03244693577289581, | |
| 0.03235623985528946, | |
| 0.032265804708004, | |
| 0.03217560797929764, | |
| 0.03208566829562187, | |
| 0.03199596703052521, | |
| 0.03190653398633003, | |
| 0.031817350536584854, | |
| 0.031728409230709076, | |
| 0.03163974732160568, | |
| 0.03155132010579109, | |
| 0.03146316111087799, | |
| 0.03137525916099548, | |
| 0.03128761053085327, | |
| 0.031200233846902847, | |
| 0.03111310862004757, | |
| 0.031026242300868034, | |
| 0.030939649790525436, | |
| 0.030853310599923134, | |
| 0.030767245218157768, | |
| 0.030681440606713295, | |
| 0.03059590980410576, | |
| 0.030510643497109413, | |
| 0.03042564168572426, | |
| 0.030340921133756638, | |
| 0.03025646135210991, | |
| 0.030172280967235565, | |
| 0.03008836880326271, | |
| 0.030004747211933136, | |
| 0.029921378940343857, | |
| 0.029838303104043007, | |
| 0.029755493625998497, | |
| 0.029672972857952118, | |
| 0.029590733349323273, | |
| 0.029508762061595917, | |
| 0.029427088797092438, | |
| 0.029345687478780746, | |
| 0.029264571145176888, | |
| 0.02918374352157116, | |
| 0.029103199020028114, | |
| 0.02902294509112835, | |
| 0.028942979872226715, | |
| 0.028863299638032913, | |
| 0.02878391183912754, | |
| 0.02870481088757515, | |
| 0.028626007959246635, | |
| 0.028547491878271103, | |
| 0.028469275683164597, | |
| 0.02839135006070137, | |
| 0.02831372618675232, | |
| 0.02823638916015625, | |
| 0.028159350156784058, | |
| 0.02808261476457119, | |
| 0.0280061773955822, | |
| 0.027930041775107384, | |
| 0.027854204177856445, | |
| 0.027778668329119682, | |
| 0.027703437954187393, | |
| 0.02762851119041443, | |
| 0.02755388431251049, | |
| 0.027479562908411026, | |
| 0.027405548840761185, | |
| 0.027331842109560966, | |
| 0.027258435264229774, | |
| 0.02718534506857395, | |
| 0.027112558484077454, | |
| 0.02704007923603058, | |
| 0.026967914775013924, | |
| 0.026896055787801743, | |
| 0.02682451158761978, | |
| 0.026753274723887444, | |
| 0.026682356372475624, | |
| 0.02661174349486828, | |
| 0.0265414509922266, | |
| 0.026471465826034546, | |
| 0.02640179730951786, | |
| 0.026332441717386246, | |
| 0.0262634065002203, | |
| 0.026194684207439423, | |
| 0.026126278564333916, | |
| 0.02605818584561348, | |
| 0.025990411639213562, | |
| 0.025922955945134163, | |
| 0.025855818763375282, | |
| 0.02578899636864662, | |
| 0.025722496211528778, | |
| 0.025656312704086304, | |
| 0.02559044398367405, | |
| 0.02552489936351776, | |
| 0.02545967325568199, | |
| 0.02539476379752159 | |
| ], | |
| "type": "line" | |
| } | |
| ], | |
| "title": { | |
| "text": "Training loss" | |
| }, | |
| "xAxis": { | |
| "type": "category" | |
| }, | |
| "yAxis": { | |
| "type": "value" | |
| } | |
| }, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "training": { | |
| "columns": [ | |
| "training_loss" | |
| ] | |
| } | |
| }, | |
| "other": { | |
| "model": { | |
| "model": { | |
| "inputs": [ | |
| "Input__tensor_1_output" | |
| ], | |
| "loss_inputs": [ | |
| "Output_1_x", | |
| "Input__tensor_3_output" | |
| ], | |
| "outputs": [ | |
| "Output_1_x" | |
| ], | |
| "trained": true | |
| }, | |
| "type": "model" | |
| } | |
| }, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "inputs": { | |
| "bundle": { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| }, | |
| "name": "View loss", | |
| "outputs": {}, | |
| "params": {}, | |
| "type": "visualization" | |
| }, | |
| "params": {}, | |
| "status": "done", | |
| "title": "View loss" | |
| }, | |
| "data": { | |
| "__execution_delay": null, | |
| "collapsed": false, | |
| "display": { | |
| "series": [ | |
| { | |
| "data": [ | |
| 5.786163806915283, | |
| 5.190790176391602, | |
| 4.457152843475342, | |
| 3.6650075912475586, | |
| 2.93464994430542, | |
| 2.348680019378662, | |
| 1.9634653329849243, | |
| 1.7607372999191284, | |
| 1.6719465255737305, | |
| 1.6366159915924072, | |
| 1.622431993484497, | |
| 1.616276502609253, | |
| 1.613321304321289, | |
| 1.6117404699325562, | |
| 1.6107864379882812, | |
| 1.6101313829421997, | |
| 1.6096218824386597, | |
| 1.6091850996017456, | |
| 1.60878586769104, | |
| 1.6084067821502686, | |
| 1.6080397367477417, | |
| 1.6076805591583252, | |
| 1.6073269844055176, | |
| 1.6069774627685547, | |
| 1.6066311597824097, | |
| 1.606289029121399, | |
| 1.605952501296997, | |
| 1.6056212186813354, | |
| 1.6052931547164917, | |
| 1.6049684286117554, | |
| 1.6046463251113892, | |
| 1.6043274402618408, | |
| 1.6040115356445312, | |
| 1.6036986112594604, | |
| 1.6033880710601807, | |
| 1.6030806303024292, | |
| 1.6027759313583374, | |
| 1.6024739742279053, | |
| 1.6021753549575806, | |
| 1.6018798351287842, | |
| 1.601474642753601, | |
| 1.600046992301941, | |
| 1.5875413417816162, | |
| 1.4105498790740967, | |
| 0.7160406112670898, | |
| 0.3598053753376007, | |
| 0.19316032528877258, | |
| 0.12070117890834808, | |
| 0.09034512937068939, | |
| 0.07754237949848175, | |
| 0.07193014025688171, | |
| 0.06930655986070633, | |
| 0.06792538613080978, | |
| 0.06706687808036804, | |
| 0.06643223762512207, | |
| 0.0658959150314331, | |
| 0.06540504842996597, | |
| 0.06493724137544632, | |
| 0.06448289752006531, | |
| 0.06403782963752747, | |
| 0.06360018998384476, | |
| 0.06316906958818436, | |
| 0.0627438873052597, | |
| 0.062323931604623795, | |
| 0.06190955266356468, | |
| 0.06150034815073013, | |
| 0.06109379231929779, | |
| 0.06069238483905792, | |
| 0.060295991599559784, | |
| 0.05990448594093323, | |
| 0.059517744928598404, | |
| 0.05913566052913666, | |
| 0.058757442981004715, | |
| 0.05838368833065033, | |
| 0.058016013354063034, | |
| 0.057652547955513, | |
| 0.057293202728033066, | |
| 0.056937046349048615, | |
| 0.05658193305134773, | |
| 0.056230705231428146, | |
| 0.05588328093290329, | |
| 0.055539581924676895, | |
| 0.0551995225250721, | |
| 0.054862670600414276, | |
| 0.0545283704996109, | |
| 0.05419748276472092, | |
| 0.05387008562684059, | |
| 0.053546156734228134, | |
| 0.053222957998514175, | |
| 0.05290183052420616, | |
| 0.052583809942007065, | |
| 0.05226884409785271, | |
| 0.05195661261677742, | |
| 0.05164797976613045, | |
| 0.0513438805937767, | |
| 0.05104164406657219, | |
| 0.050742145627737045, | |
| 0.05044574663043022, | |
| 0.05015172064304352, | |
| 0.04985949769616127, | |
| 0.04956964775919914, | |
| 0.049282096326351166, | |
| 0.04899752885103226, | |
| 0.04871630296111107, | |
| 0.0484384223818779, | |
| 0.048162851482629776, | |
| 0.04788956791162491, | |
| 0.04761851206421852, | |
| 0.04734966903924942, | |
| 0.04708299785852432, | |
| 0.04681845381855965, | |
| 0.0465560220181942, | |
| 0.0462956540286541, | |
| 0.04603689908981323, | |
| 0.0457778237760067, | |
| 0.04552076756954193, | |
| 0.04526568576693535, | |
| 0.04501251131296158, | |
| 0.04475999251008034, | |
| 0.044509407132864, | |
| 0.04426070675253868, | |
| 0.04401387274265289, | |
| 0.043768879026174545, | |
| 0.043525710701942444, | |
| 0.0432843379676342, | |
| 0.04304474592208862, | |
| 0.04280691593885422, | |
| 0.042571019381284714, | |
| 0.042338013648986816, | |
| 0.042106691747903824, | |
| 0.041877035051584244, | |
| 0.04164807125926018, | |
| 0.041416823863983154, | |
| 0.0411846898496151, | |
| 0.04095423221588135, | |
| 0.04072544723749161, | |
| 0.040498293936252594, | |
| 0.040272779762744904, | |
| 0.040049031376838684, | |
| 0.03982247784733772, | |
| 0.03959428891539574, | |
| 0.03936775028705597, | |
| 0.03914283961057663, | |
| 0.03891930729150772, | |
| 0.03869735822081566, | |
| 0.03847699612379074, | |
| 0.03825820982456207, | |
| 0.03804099187254906, | |
| 0.037825316190719604, | |
| 0.03761117905378342, | |
| 0.0373985655605793, | |
| 0.037187352776527405, | |
| 0.03697625920176506, | |
| 0.036764148622751236, | |
| 0.03655354306101799, | |
| 0.03634445369243622, | |
| 0.03613685071468353, | |
| 0.03593072295188904, | |
| 0.035726070404052734, | |
| 0.03552287444472313, | |
| 0.03532113507390022, | |
| 0.03512178361415863, | |
| 0.03492525964975357, | |
| 0.03473014384508133, | |
| 0.034536805003881454, | |
| 0.034345559775829315, | |
| 0.03415568172931671, | |
| 0.03396717086434364, | |
| 0.03378001227974892, | |
| 0.033594198524951935, | |
| 0.0334097184240818, | |
| 0.03322656825184822, | |
| 0.03304474800825119, | |
| 0.032864224165678024, | |
| 0.03268132731318474, | |
| 0.03250057250261307, | |
| 0.03232144936919212, | |
| 0.032145239412784576, | |
| 0.0319703184068203, | |
| 0.03179774433374405, | |
| 0.03162773698568344, | |
| 0.03145896643400192, | |
| 0.031291984021663666, | |
| 0.03112698160111904, | |
| 0.030963169410824776, | |
| 0.030800549313426018, | |
| 0.030639102682471275, | |
| 0.030478836968541145, | |
| 0.030319735407829285, | |
| 0.030161794275045395, | |
| 0.03000500425696373, | |
| 0.029849359765648842, | |
| 0.029694851487874985, | |
| 0.029541481286287308, | |
| 0.029389232397079468, | |
| 0.029238099232316017, | |
| 0.029088087379932404, | |
| 0.028939176350831985, | |
| 0.02879130281507969, | |
| 0.028644371777772903, | |
| 0.028498532250523567, | |
| 0.028353840112686157, | |
| 0.028211146593093872, | |
| 0.02806951478123665, | |
| 0.02792893722653389, | |
| 0.027789412066340446, | |
| 0.027650918811559677, | |
| 0.027513472363352776, | |
| 0.027377046644687653, | |
| 0.027241654694080353, | |
| 0.027107272297143936, | |
| 0.026973910629749298, | |
| 0.0268415417522192, | |
| 0.026710184291005135, | |
| 0.02657981961965561, | |
| 0.026450438424944878, | |
| 0.02632204070687294, | |
| 0.026194624602794647, | |
| 0.02606816776096821, | |
| 0.025942688807845116, | |
| 0.02581815794110298, | |
| 0.025694582611322403, | |
| 0.02557195909321308, | |
| 0.025450268760323524, | |
| 0.02532952092587948, | |
| 0.0252097025513649, | |
| 0.025090806186199188, | |
| 0.024972829967737198, | |
| 0.02485576458275318, | |
| 0.02473961003124714, | |
| 0.024624353274703026, | |
| 0.02450999617576599, | |
| 0.02439652569591999, | |
| 0.024283943697810173, | |
| 0.024172242730855942, | |
| 0.024061409756541252, | |
| 0.023951450362801552, | |
| 0.023842347785830498, | |
| 0.02373410016298294, | |
| 0.02362675592303276, | |
| 0.02352047525346279, | |
| 0.02341502718627453, | |
| 0.02331041730940342, | |
| 0.02320663072168827, | |
| 0.02310366928577423, | |
| 0.023001527413725853, | |
| 0.022900255396962166, | |
| 0.022801067680120468, | |
| 0.022702673450112343, | |
| 0.022605063393712044, | |
| 0.022508230060338974, | |
| 0.022412164136767387, | |
| 0.022316863760352135, | |
| 0.022222325205802917, | |
| 0.022128542885184288, | |
| 0.022035498172044754, | |
| 0.02194320037961006, | |
| 0.021851645782589912, | |
| 0.021760815754532814, | |
| 0.021670715883374214, | |
| 0.02158133126795292, | |
| 0.021492667496204376, | |
| 0.02140471152961254, | |
| 0.021317463368177414, | |
| 0.0212309081107378, | |
| 0.02114505134522915, | |
| 0.021059883758425713, | |
| 0.020975399762392044, | |
| 0.020891590043902397, | |
| 0.02080845832824707, | |
| 0.02072598971426487, | |
| 0.020644189789891243, | |
| 0.020563043653964996, | |
| 0.02048255316913128, | |
| 0.020402703434228897, | |
| 0.020323501899838448, | |
| 0.020244935527443886, | |
| 0.020166995003819466, | |
| 0.020089689642190933, | |
| 0.020013000816106796, | |
| 0.019936932250857353, | |
| 0.019861474633216858, | |
| 0.019786622375249863, | |
| 0.019712377339601517, | |
| 0.019638728350400925, | |
| 0.01956566981971264, | |
| 0.019493404775857925, | |
| 0.01942209154367447, | |
| 0.019351346418261528, | |
| 0.01928117498755455, | |
| 0.01921156980097294, | |
| 0.019142521545290947, | |
| 0.019074032083153725, | |
| 0.019006093963980675, | |
| 0.018938696011900902, | |
| 0.018871840089559555, | |
| 0.018805522471666336, | |
| 0.0187397301197052, | |
| 0.018674466758966446, | |
| 0.018609730526804924, | |
| 0.01854551024734974, | |
| 0.018481802195310593, | |
| 0.018418600782752037, | |
| 0.018355904147028923, | |
| 0.0182937104254961, | |
| 0.01823216862976551, | |
| 0.018171655014157295, | |
| 0.018111616373062134, | |
| 0.018052058294415474, | |
| 0.01799297332763672, | |
| 0.017934352159500122, | |
| 0.017876191064715385, | |
| 0.01781849004328251, | |
| 0.017761241644620895, | |
| 0.017704440280795097, | |
| 0.017648087814450264, | |
| 0.01759217120707035, | |
| 0.017536699771881104, | |
| 0.017481651157140732, | |
| 0.01742704026401043, | |
| 0.017372852191329002, | |
| 0.017319081351161003, | |
| 0.01726573333144188, | |
| 0.017212791368365288, | |
| 0.017160266637802124, | |
| 0.017108144238591194, | |
| 0.01705642230808735, | |
| 0.01700509712100029, | |
| 0.016954170539975166, | |
| 0.01690363697707653, | |
| 0.01685348153114319, | |
| 0.016803715378046036, | |
| 0.016754331067204475, | |
| 0.016705317422747612, | |
| 0.016656678169965744, | |
| 0.016608409583568573, | |
| 0.016560502350330353, | |
| 0.01651296392083168, | |
| 0.01646578125655651, | |
| 0.016418948769569397, | |
| 0.016372475773096085, | |
| 0.01632634736597538, | |
| 0.016280563548207283, | |
| 0.016235122457146645, | |
| 0.016190018504858017, | |
| 0.0161452554166317, | |
| 0.016100822016596794, | |
| 0.016056716442108154, | |
| 0.01601293496787548, | |
| 0.01596948131918907, | |
| 0.015926342457532883, | |
| 0.01588352397084236, | |
| 0.01584101840853691, | |
| 0.015798820182681084, | |
| 0.015756933018565178, | |
| 0.015715349465608597, | |
| 0.015674065798521042, | |
| 0.015633082017302513, | |
| 0.015592395327985287, | |
| 0.015551996417343616, | |
| 0.0155118927359581, | |
| 0.015472078695893288, | |
| 0.01543254591524601, | |
| 0.015393294394016266, | |
| 0.01535432506352663, | |
| 0.015315627679228783, | |
| 0.015277181752026081, | |
| 0.015238909982144833, | |
| 0.015200912021100521, | |
| 0.015163183212280273, | |
| 0.015125719830393791, | |
| 0.015088514424860477, | |
| 0.015051571652293205, | |
| 0.015014886856079102, | |
| 0.014978455379605293, | |
| 0.014942275360226631, | |
| 0.014906346797943115, | |
| 0.014870660379529, | |
| 0.014835221692919731, | |
| 0.014800028875470161, | |
| 0.014765073545277119, | |
| 0.014730356633663177, | |
| 0.014695873484015465, | |
| 0.014661622233688831, | |
| 0.014627603814005852, | |
| 0.014593814499676228, | |
| 0.014560254290699959, | |
| 0.01452691201120615, | |
| 0.014493798837065697, | |
| 0.01446089893579483, | |
| 0.014428539201617241, | |
| 0.014396687038242817, | |
| 0.014365055598318577, | |
| 0.014333624392747879, | |
| 0.014302403666079044, | |
| 0.014271394349634647, | |
| 0.01424061693251133, | |
| 0.014210136607289314, | |
| 0.014180026017129421, | |
| 0.014150111936032772, | |
| 0.014120393432676792, | |
| 0.01409085188060999, | |
| 0.014061510562896729, | |
| 0.014032339677214622, | |
| 0.014003358781337738, | |
| 0.013974552974104881, | |
| 0.013945924118161201, | |
| 0.013917472213506699, | |
| 0.013889197260141373, | |
| 0.013861090876162052, | |
| 0.013833158649504185, | |
| 0.013805395923554897, | |
| 0.013777793385088444, | |
| 0.01375036220997572, | |
| 0.013723116368055344, | |
| 0.013696334324777126, | |
| 0.013669718988239765, | |
| 0.01364325825124979, | |
| 0.013616953045129776, | |
| 0.01359090767800808, | |
| 0.013565161265432835, | |
| 0.013539565727114677, | |
| 0.013514111749827862, | |
| 0.013488809578120708, | |
| 0.013463649898767471, | |
| 0.013438629917800426, | |
| 0.013413752429187298, | |
| 0.013389017432928085, | |
| 0.01336442120373249, | |
| 0.01333995908498764, | |
| 0.013315633870661259, | |
| 0.013291443698108196, | |
| 0.01326738577336073, | |
| 0.013243461027741432, | |
| 0.013219664804637432, | |
| 0.013195997104048729, | |
| 0.013172462582588196, | |
| 0.013149047270417213, | |
| 0.013125761412084103, | |
| 0.013102597557008266, | |
| 0.013079555705189705, | |
| 0.013056638650596142, | |
| 0.013033842667937279, | |
| 0.013011166825890541, | |
| 0.012988604605197906, | |
| 0.012966161593794823, | |
| 0.012943830341100693, | |
| 0.012921618297696114, | |
| 0.012899518013000488, | |
| 0.012877530418336391, | |
| 0.012855651788413525, | |
| 0.012833883985877037, | |
| 0.01281222514808178, | |
| 0.012790671549737453, | |
| 0.012769225053489208, | |
| 0.012747889384627342, | |
| 0.012726654298603535, | |
| 0.012705523520708084, | |
| 0.012684492394328117, | |
| 0.012663564644753933, | |
| 0.01264274027198553, | |
| 0.012622008100152016, | |
| 0.012601378373801708, | |
| 0.01258084550499916, | |
| 0.012560407631099224, | |
| 0.012540064752101898, | |
| 0.012519816868007183, | |
| 0.012499663978815079, | |
| 0.012479597702622414, | |
| 0.012459629215300083, | |
| 0.012439744547009468, | |
| 0.012419954873621464, | |
| 0.012400250881910324, | |
| 0.012380631640553474, | |
| 0.012361105531454086, | |
| 0.012341661378741264, | |
| 0.012322301045060158, | |
| 0.012303139083087444, | |
| 0.012284185737371445, | |
| 0.012265314348042011, | |
| 0.012246524915099144, | |
| 0.012227811850607395, | |
| 0.012209179811179638, | |
| 0.012190621346235275, | |
| 0.012172140181064606, | |
| 0.01215373631566763, | |
| 0.012135407887399197, | |
| 0.012117153964936733, | |
| 0.012098968960344791, | |
| 0.012080860324203968, | |
| 0.012062822468578815, | |
| 0.012044853530824184, | |
| 0.012026953510940075, | |
| 0.012009127996861935, | |
| 0.011991363018751144, | |
| 0.011973672546446323, | |
| 0.01195604633539915, | |
| 0.011938484385609627, | |
| 0.011920991353690624, | |
| 0.011903561651706696, | |
| 0.011886196210980415 | |
| ], | |
| "type": "line" | |
| } | |
| ], | |
| "title": { | |
| "text": "Training loss" | |
| }, | |
| "xAxis": { | |
| "type": "category" | |
| }, | |
| "yAxis": { | |
| "type": "value" | |
| } | |
| }, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "training": { | |
| "columns": [ | |
| "training_loss" | |
| ] | |
| } | |
| }, | |
| "other": { | |
| "model": { | |
| "model": { | |
| "inputs": [ | |
| "Input__tensor_1_output" | |
| ], | |
| "loss_inputs": [ | |
| "Input__tensor_3_output", | |
| "Output_1_x" | |
| ], | |
| "outputs": [ | |
| "Output_1_x" | |
| ], | |
| "trained": true | |
| }, | |
| "type": "model" | |
| } | |
| }, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "inputs": { | |
| "bundle": { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| }, | |
| "name": "View loss", | |
| "outputs": {}, | |
| "params": {}, | |
| "type": "visualization" | |
| }, | |
| "params": {}, | |
| "status": "done", | |
| "title": "View loss" | |
| }, | |
| "dragHandle": ".bg-primary", | |
| "height": 417.0, | |
| "id": "View loss 1", | |
| "position": { | |
| "x": 2052.643815443704, | |
| "y": 617.6466886696832 | |
| }, | |
| "type": "visualization", | |
| "width": 721.0 | |
| }, | |
| { | |
| "data": { | |
| "__execution_delay": null, | |
| "collapsed": null, | |
| "display": { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ], | |
| "data": [ | |
| [ | |
| "[0.52046251 0.45887971 0.72169858 0.29517919]", | |
| "[1.52046251 1.45887971 1.72169852 1.29517913]" | |
| ], | |
| [ | |
| "[0.85706753 0.61447072 0.41741937 0.85147089]", | |
| "[1.85706758 1.61447072 1.41741943 1.85147095]" | |
| ], | |
| [ | |
| "[0.11560339 0.57495481 0.76535827 0.0391947 ]", | |
| "[1.11560345 1.57495475 1.76535821 1.0391947 ]" | |
| ], | |
| [ | |
| "[0.19409031 0.68692201 0.60667384 0.57829887]", | |
| "[1.19409037 1.68692207 1.60667384 1.57829881]" | |
| ], | |
| [ | |
| "[0.76807946 0.98855817 0.08259124 0.01730657]", | |
| "[1.76807952 1.98855817 1.0825913 1.01730657]" | |
| ], | |
| [ | |
| "[0.67269951 0.10478973 0.5584439 0.83605725]", | |
| "[1.67269945 1.10478973 1.5584439 1.83605719]" | |
| ], | |
| [ | |
| "[0.18686318 0.49356437 0.51323432 0.75392658]", | |
| "[1.18686318 1.49356437 1.51323438 1.75392652]" | |
| ], | |
| [ | |
| "[0.18149549 0.30520517 0.30946714 0.16786289]", | |
| "[1.18149543 1.30520511 1.30946708 1.16786289]" | |
| ], | |
| [ | |
| "[4.27091718e-01 4.89909172e-01 6.92297399e-01 2.57611275e-04]", | |
| "[1.42709172 1.48990917 1.69229746 1.00025761]" | |
| ], | |
| [ | |
| "[0.32225502 0.16999388 0.05823922 0.9628762 ]", | |
| "[1.32225502 1.16999388 1.05823922 1.9628762 ]" | |
| ], | |
| [ | |
| "[0.50783676 0.04156506 0.21984279 0.8454656 ]", | |
| "[1.50783682 1.04156506 1.21984279 1.84546566]" | |
| ], | |
| [ | |
| "[0.98324287 0.99464184 0.14008355 0.47651017]", | |
| "[1.98324287 1.99464178 1.14008355 1.47651017]" | |
| ], | |
| [ | |
| "[0.11693293 0.49860179 0.55020827 0.88832849]", | |
| "[1.11693287 1.49860179 1.55020833 1.88832855]" | |
| ], | |
| [ | |
| "[0.48959708 0.48549271 0.32688856 0.356677 ]", | |
| "[1.48959708 1.48549271 1.32688856 1.35667706]" | |
| ], | |
| [ | |
| "[0.50272274 0.54912758 0.17663097 0.79070699]", | |
| "[1.50272274 1.54912758 1.17663097 1.79070699]" | |
| ], | |
| [ | |
| "[0.04508126 0.76880038 0.80721325 0.62542385]", | |
| "[1.04508126 1.76880038 1.80721331 1.62542391]" | |
| ], | |
| [ | |
| "[0.19908059 0.17570406 0.51475513 0.1893943 ]", | |
| "[1.19908059 1.175704 1.51475513 1.18939424]" | |
| ], | |
| [ | |
| "[0.40167677 0.25953674 0.9407078 0.76308483]", | |
| "[1.40167677 1.25953674 1.9407078 1.76308489]" | |
| ], | |
| [ | |
| "[0.2480728 0.21694398 0.63941365 0.57128876]", | |
| "[1.24807286 1.21694398 1.6394136 1.57128882]" | |
| ], | |
| [ | |
| "[0.24388778 0.07268471 0.68350857 0.73431659]", | |
| "[1.24388778 1.07268476 1.68350863 1.73431659]" | |
| ], | |
| [ | |
| "[0.62569475 0.9881897 0.83639616 0.9828859 ]", | |
| "[1.62569475 1.9881897 1.83639622 1.98288584]" | |
| ], | |
| [ | |
| "[0.56922203 0.98222166 0.76851749 0.28615737]", | |
| "[1.56922197 1.9822216 1.76851749 1.28615737]" | |
| ], | |
| [ | |
| "[0.88776821 0.51636773 0.30333066 0.32230979]", | |
| "[1.88776827 1.51636767 1.30333066 1.32230973]" | |
| ], | |
| [ | |
| "[0.90817457 0.89270043 0.38583666 0.66566533]", | |
| "[1.90817451 1.89270043 1.3858366 1.66566539]" | |
| ], | |
| [ | |
| "[0.48507756 0.80808765 0.77162558 0.47834778]", | |
| "[1.48507762 1.80808759 1.77162552 1.47834778]" | |
| ], | |
| [ | |
| "[0.68062544 0.98093534 0.14778823 0.53244978]", | |
| "[1.68062544 1.98093534 1.14778829 1.53244972]" | |
| ], | |
| [ | |
| "[0.31518555 0.49643308 0.11509258 0.95458382]", | |
| "[1.31518555 1.49643302 1.11509252 1.95458388]" | |
| ], | |
| [ | |
| "[0.79121011 0.54161114 0.69369799 0.1520769 ]", | |
| "[1.79121017 1.54161119 1.69369793 1.15207696]" | |
| ], | |
| [ | |
| "[0.79423058 0.07138705 0.061777 0.18766576]", | |
| "[1.79423058 1.07138705 1.061777 1.1876657 ]" | |
| ], | |
| [ | |
| "[0.23942459 0.90487361 0.69337189 0.65089428]", | |
| "[1.23942459 1.90487361 1.69337189 1.65089428]" | |
| ], | |
| [ | |
| "[0.94516498 0.08422136 0.5608117 0.07652664]", | |
| "[1.94516492 1.08422136 1.56081176 1.07652664]" | |
| ], | |
| [ | |
| "[0.26661873 0.45946234 0.13510543 0.81294441]", | |
| "[1.26661873 1.4594624 1.13510537 1.81294441]" | |
| ], | |
| [ | |
| "[0.30754459 0.77694583 0.09278506 0.38326019]", | |
| "[1.30754459 1.77694583 1.09278512 1.38326025]" | |
| ], | |
| [ | |
| "[0.27845025 0.32472342 0.82203609 0.77107543]", | |
| "[1.27845025 1.32472348 1.82203603 1.77107549]" | |
| ], | |
| [ | |
| "[0.4827103 0.10563457 0.98858833 0.82286644]", | |
| "[1.48271036 1.10563457 1.98858833 1.82286644]" | |
| ], | |
| [ | |
| "[0.98033333 0.97656083 0.38939917 0.81491041]", | |
| "[1.98033333 1.97656083 1.38939917 1.81491041]" | |
| ], | |
| [ | |
| "[0.74064726 0.4155122 0.09800029 0.49930882]", | |
| "[1.74064732 1.4155122 1.09800029 1.49930882]" | |
| ], | |
| [ | |
| "[0.78956431 0.87284744 0.06880784 0.03455889]", | |
| "[1.78956437 1.87284744 1.06880784 1.03455889]" | |
| ], | |
| [ | |
| "[0.94221359 0.57740951 0.98649532 0.40934443]", | |
| "[1.94221354 1.57740951 1.98649526 1.40934443]" | |
| ], | |
| [ | |
| "[0.00497234 0.39319336 0.57054168 0.75150961]", | |
| "[1.00497234 1.39319336 1.57054162 1.75150967]" | |
| ], | |
| [ | |
| "[0.44330525 0.09997386 0.89025736 0.90507984]", | |
| "[1.44330525 1.09997392 1.89025736 1.90507984]" | |
| ], | |
| [ | |
| "[0.72290605 0.96945059 0.68354797 0.15270454]", | |
| "[1.72290611 1.96945059 1.68354797 1.15270448]" | |
| ], | |
| [ | |
| "[0.75292218 0.81470108 0.49657214 0.56217098]", | |
| "[1.75292218 1.81470108 1.49657214 1.56217098]" | |
| ], | |
| [ | |
| "[0.33480108 0.59181517 0.76198453 0.98062384]", | |
| "[1.33480108 1.59181523 1.76198459 1.98062384]" | |
| ], | |
| [ | |
| "[0.52784437 0.54268694 0.12358981 0.72116476]", | |
| "[1.52784443 1.54268694 1.12358975 1.7211647 ]" | |
| ], | |
| [ | |
| "[0.73217702 0.65233225 0.44077861 0.33837909]", | |
| "[1.73217702 1.65233231 1.44077861 1.33837914]" | |
| ], | |
| [ | |
| "[0.34084332 0.73018837 0.54168713 0.91440833]", | |
| "[1.34084332 1.73018837 1.54168713 1.91440833]" | |
| ], | |
| [ | |
| "[0.60110539 0.3618983 0.32342511 0.98672163]", | |
| "[1.60110545 1.3618983 1.32342505 1.98672163]" | |
| ], | |
| [ | |
| "[0.77427191 0.21829212 0.12769502 0.74303615]", | |
| "[1.77427197 1.21829212 1.12769508 1.74303615]" | |
| ], | |
| [ | |
| "[0.08107251 0.2602725 0.18861133 0.44833237]", | |
| "[1.08107257 1.2602725 1.18861127 1.44833231]" | |
| ], | |
| [ | |
| "[0.59812403 0.78395379 0.0291847 0.81814629]", | |
| "[1.59812403 1.78395379 1.0291847 1.81814623]" | |
| ], | |
| [ | |
| "[0.93488538 0.73882395 0.37345302 0.0274905 ]", | |
| "[1.93488538 1.73882389 1.37345302 1.0274905 ]" | |
| ], | |
| [ | |
| "[0.30631393 0.48311198 0.87847513 0.67559886]", | |
| "[1.30631399 1.48311198 1.87847519 1.67559886]" | |
| ], | |
| [ | |
| "[0.18720162 0.74115586 0.98626411 0.30355608]", | |
| "[1.18720162 1.74115586 1.98626411 1.30355608]" | |
| ], | |
| [ | |
| "[0.85566247 0.83362883 0.48424995 0.25265992]", | |
| "[1.85566247 1.83362889 1.48424995 1.25265992]" | |
| ], | |
| [ | |
| "[0.95928186 0.84273899 0.71514636 0.38619852]", | |
| "[1.95928192 1.84273899 1.7151463 1.38619852]" | |
| ], | |
| [ | |
| "[0.32565445 0.90939188 0.07488042 0.13730896]", | |
| "[1.32565451 1.90939188 1.07488036 1.13730896]" | |
| ], | |
| [ | |
| "[0.9829582 0.59269661 0.40120947 0.95487177]", | |
| "[1.9829582 1.59269667 1.40120947 1.95487177]" | |
| ], | |
| [ | |
| "[0.79905868 0.89367443 0.75429088 0.3190186 ]", | |
| "[1.79905868 1.89367437 1.75429082 1.3190186 ]" | |
| ], | |
| [ | |
| "[0.54914117 0.03810108 0.87531954 0.73044223]", | |
| "[1.54914117 1.03810108 1.87531948 1.73044229]" | |
| ], | |
| [ | |
| "[0.67418337 0.79634351 0.23229051 0.71345252]", | |
| "[1.67418337 1.79634356 1.23229051 1.71345258]" | |
| ], | |
| [ | |
| "[0.87285906 0.48354989 0.39394957 0.59456545]", | |
| "[1.872859 1.48354983 1.39394951 1.59456539]" | |
| ], | |
| [ | |
| "[0.81788456 0.58174163 0.29376316 0.7971254 ]", | |
| "[1.81788456 1.58174157 1.29376316 1.79712534]" | |
| ], | |
| [ | |
| "[0.94559073 0.65736622 0.25761551 0.48553199]", | |
| "[1.94559073 1.65736628 1.25761557 1.48553205]" | |
| ], | |
| [ | |
| "[0.60075855 0.12234765 0.00614399 0.30560958]", | |
| "[1.60075855 1.12234759 1.00614405 1.30560958]" | |
| ], | |
| [ | |
| "[0.39147133 0.29854035 0.84663737 0.58175623]", | |
| "[1.39147139 1.29854035 1.84663737 1.58175623]" | |
| ], | |
| [ | |
| "[0.02162331 0.81861657 0.92468154 0.07808572]", | |
| "[1.02162337 1.81861663 1.92468154 1.07808566]" | |
| ], | |
| [ | |
| "[0.02235305 0.52774918 0.7331115 0.84358269]", | |
| "[1.02235305 1.52774918 1.7331115 1.84358263]" | |
| ], | |
| [ | |
| "[0.6080932 0.56563014 0.32107437 0.72599429]", | |
| "[1.60809326 1.5656302 1.32107437 1.72599435]" | |
| ], | |
| [ | |
| "[0.67447788 0.6125319 0.98007888 0.65968603]", | |
| "[1.67447782 1.6125319 1.98007894 1.65968609]" | |
| ], | |
| [ | |
| "[0.47963417 0.81818312 0.48720706 0.49339259]", | |
| "[1.47963417 1.81818318 1.48720706 1.49339259]" | |
| ], | |
| [ | |
| "[0.9630242 0.76359051 0.24853623 0.76881069]", | |
| "[1.96302414 1.76359057 1.24853623 1.76881075]" | |
| ], | |
| [ | |
| "[0.60609657 0.96257663 0.19292736 0.95702219]", | |
| "[1.60609651 1.96257663 1.19292736 1.95702219]" | |
| ], | |
| [ | |
| "[0.80654246 0.08253473 0.74478531 0.71257162]", | |
| "[1.8065424 1.08253479 1.74478531 1.71257162]" | |
| ], | |
| [ | |
| "[0.70167565 0.26930219 0.5660674 0.61194974]", | |
| "[1.70167565 1.26930213 1.56606746 1.61194968]" | |
| ], | |
| [ | |
| "[0.76933283 0.86241865 0.44114518 0.65644735]", | |
| "[1.76933289 1.86241865 1.44114518 1.65644741]" | |
| ], | |
| [ | |
| "[0.59492421 0.90274489 0.38069052 0.46101224]", | |
| "[1.59492421 1.90274489 1.38069057 1.46101224]" | |
| ], | |
| [ | |
| "[0.15064228 0.03198934 0.25754827 0.51484001]", | |
| "[1.15064228 1.03198934 1.25754833 1.51484001]" | |
| ], | |
| [ | |
| "[0.12024075 0.21342516 0.56858408 0.58644271]", | |
| "[1.12024069 1.21342516 1.56858408 1.58644271]" | |
| ], | |
| [ | |
| "[0.91730917 0.22574073 0.09591609 0.33056474]", | |
| "[1.91730917 1.22574067 1.09591603 1.33056474]" | |
| ], | |
| [ | |
| "[0.49691743 0.61873293 0.90698647 0.94486356]", | |
| "[1.49691749 1.61873293 1.90698647 1.94486356]" | |
| ], | |
| [ | |
| "[0.6032477 0.83361369 0.18538666 0.19108021]", | |
| "[1.60324764 1.83361363 1.18538666 1.19108021]" | |
| ], | |
| [ | |
| "[0.63235509 0.70352674 0.96188956 0.46240485]", | |
| "[1.63235509 1.70352674 1.96188951 1.46240485]" | |
| ], | |
| [ | |
| "[0.37959969 0.42820001 0.10690689 0.96353984]", | |
| "[1.37959969 1.42820001 1.10690689 1.96353984]" | |
| ], | |
| [ | |
| "[0.49607176 0.1922397 0.46640229 0.78321403]", | |
| "[1.49607182 1.19223976 1.46640229 1.78321409]" | |
| ], | |
| [ | |
| "[0.40234613 0.54987347 0.49542785 0.54153186]", | |
| "[1.40234613 1.54987347 1.49542785 1.5415318 ]" | |
| ], | |
| [ | |
| "[0.80893755 0.92237449 0.88346356 0.93164903]", | |
| "[1.80893755 1.92237449 1.88346362 1.93164897]" | |
| ], | |
| [ | |
| "[0.12858278 0.09930819 0.83222693 0.72485673]", | |
| "[1.12858272 1.09930825 1.83222699 1.72485673]" | |
| ], | |
| [ | |
| "[0.72470158 0.4940322 0.41027349 0.89364016]", | |
| "[1.72470164 1.49403214 1.41027355 1.89364016]" | |
| ], | |
| [ | |
| "[0.47856545 0.46267092 0.6376707 0.84747767]", | |
| "[1.47856545 1.46267092 1.63767076 1.84747767]" | |
| ], | |
| [ | |
| "[0.49584109 0.80599248 0.07096875 0.75872749]", | |
| "[1.49584103 1.80599248 1.07096875 1.75872755]" | |
| ], | |
| [ | |
| "[0.43500566 0.66041756 0.80293626 0.96224713]", | |
| "[1.43500566 1.66041756 1.80293632 1.96224713]" | |
| ], | |
| [ | |
| "[0.78397602 0.74223626 0.26603186 0.41664881]", | |
| "[1.78397608 1.74223626 1.26603186 1.41664886]" | |
| ], | |
| [ | |
| "[0.28942841 0.05601001 0.33039129 0.27781558]", | |
| "[1.28942847 1.05601001 1.33039129 1.27781558]" | |
| ], | |
| [ | |
| "[0.68094063 0.45189077 0.22661722 0.37354094]", | |
| "[1.68094063 1.45189071 1.22661722 1.37354088]" | |
| ], | |
| [ | |
| "[0.43681622 0.74680805 0.83598751 0.12414402]", | |
| "[1.43681622 1.74680805 1.83598757 1.12414408]" | |
| ], | |
| [ | |
| "[0.47870928 0.17129105 0.27300501 0.20634609]", | |
| "[1.47870922 1.17129111 1.27300501 1.20634604]" | |
| ], | |
| [ | |
| "[0.72795159 0.79317838 0.27832931 0.96576637]", | |
| "[1.72795153 1.79317832 1.27832937 1.96576643]" | |
| ], | |
| [ | |
| "[0.87608397 0.93200487 0.80169648 0.37758952]", | |
| "[1.87608397 1.93200493 1.80169654 1.37758946]" | |
| ], | |
| [ | |
| "[0.68891573 0.25576538 0.96339929 0.503833 ]", | |
| "[1.68891573 1.25576544 1.96339929 1.50383306]" | |
| ] | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "x", | |
| "y", | |
| "pred" | |
| ], | |
| "data": [ | |
| [ | |
| "[0.67269951 0.10478973 0.5584439 0.83605725]", | |
| "[1.67269945 1.10478973 1.5584439 1.83605719]", | |
| "[2.479578971862793, 2.2592015266418457, 2.575803518295288, 2.907383441925049]" | |
| ], | |
| [ | |
| "[0.79423058 0.07138705 0.061777 0.18766576]", | |
| "[1.79423058 1.07138705 1.061777 1.1876657 ]", | |
| "[2.4120121002197266, 2.317451000213623, 1.949819564819336, 2.4698896408081055]" | |
| ], | |
| [ | |
| "[0.37959969 0.42820001 0.10690689 0.96353984]", | |
| "[1.37959969 1.42820001 1.10690689 1.96353984]", | |
| "[2.5234920978546143, 2.3408169746398926, 2.154613494873047, 2.8153960704803467]" | |
| ], | |
| [ | |
| "[0.94221359 0.57740951 0.98649532 0.40934443]", | |
| "[1.94221354 1.57740951 1.98649526 1.40934443]", | |
| "[2.6760849952697754, 2.767287254333496, 2.978137254714966, 2.584150552749634]" | |
| ], | |
| [ | |
| "[0.02162331 0.81861657 0.92468154 0.07808572]", | |
| "[1.02162337 1.81861663 1.92468154 1.07808566]", | |
| "[2.235189437866211, 2.561722755432129, 2.7470641136169434, 2.217784881591797]" | |
| ], | |
| [ | |
| "[0.50783676 0.04156506 0.21984279 0.8454656 ]", | |
| "[1.50783682 1.04156506 1.21984279 1.84546566]", | |
| "[2.3952999114990234, 2.132587432861328, 2.2212860584259033, 2.871507406234741]" | |
| ], | |
| [ | |
| "[0.44330525 0.09997386 0.89025736 0.90507984]", | |
| "[1.44330525 1.09997392 1.89025736 1.90507984]", | |
| "[2.3519492149353027, 2.206711769104004, 2.9099278450012207, 2.92497181892395]" | |
| ], | |
| [ | |
| "[0.94516498 0.08422136 0.5608117 0.07652664]", | |
| "[1.94516492 1.08422136 1.56081176 1.07652664]", | |
| "[2.4283435344696045, 2.427177906036377, 2.4425032138824463, 2.4588913917541504]" | |
| ], | |
| [ | |
| "[0.49607176 0.1922397 0.46640229 0.78321403]", | |
| "[1.49607182 1.19223976 1.46640229 1.78321409]", | |
| "[2.4135351181030273, 2.2605199813842773, 2.470715284347534, 2.805443048477173]" | |
| ], | |
| [ | |
| "[0.4827103 0.10563457 0.98858833 0.82286644]", | |
| "[1.48271036 1.10563457 1.98858833 1.82286644]", | |
| "[2.34677791595459, 2.24125337600708, 2.995940923690796, 2.883297920227051]" | |
| ] | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ], | |
| "data": [ | |
| [ | |
| "[0.52046251 0.45887971 0.72169858 0.29517919]", | |
| "[1.52046251 1.45887971 1.72169852 1.29517913]" | |
| ], | |
| [ | |
| "[0.85706753 0.61447072 0.41741937 0.85147089]", | |
| "[1.85706758 1.61447072 1.41741943 1.85147095]" | |
| ], | |
| [ | |
| "[0.11560339 0.57495481 0.76535827 0.0391947 ]", | |
| "[1.11560345 1.57495475 1.76535821 1.0391947 ]" | |
| ], | |
| [ | |
| "[0.19409031 0.68692201 0.60667384 0.57829887]", | |
| "[1.19409037 1.68692207 1.60667384 1.57829881]" | |
| ], | |
| [ | |
| "[0.76807946 0.98855817 0.08259124 0.01730657]", | |
| "[1.76807952 1.98855817 1.0825913 1.01730657]" | |
| ], | |
| [ | |
| "[0.18686318 0.49356437 0.51323432 0.75392658]", | |
| "[1.18686318 1.49356437 1.51323438 1.75392652]" | |
| ], | |
| [ | |
| "[0.18149549 0.30520517 0.30946714 0.16786289]", | |
| "[1.18149543 1.30520511 1.30946708 1.16786289]" | |
| ], | |
| [ | |
| "[4.27091718e-01 4.89909172e-01 6.92297399e-01 2.57611275e-04]", | |
| "[1.42709172 1.48990917 1.69229746 1.00025761]" | |
| ], | |
| [ | |
| "[0.32225502 0.16999388 0.05823922 0.9628762 ]", | |
| "[1.32225502 1.16999388 1.05823922 1.9628762 ]" | |
| ], | |
| [ | |
| "[0.98324287 0.99464184 0.14008355 0.47651017]", | |
| "[1.98324287 1.99464178 1.14008355 1.47651017]" | |
| ], | |
| [ | |
| "[0.11693293 0.49860179 0.55020827 0.88832849]", | |
| "[1.11693287 1.49860179 1.55020833 1.88832855]" | |
| ], | |
| [ | |
| "[0.48959708 0.48549271 0.32688856 0.356677 ]", | |
| "[1.48959708 1.48549271 1.32688856 1.35667706]" | |
| ], | |
| [ | |
| "[0.50272274 0.54912758 0.17663097 0.79070699]", | |
| "[1.50272274 1.54912758 1.17663097 1.79070699]" | |
| ], | |
| [ | |
| "[0.04508126 0.76880038 0.80721325 0.62542385]", | |
| "[1.04508126 1.76880038 1.80721331 1.62542391]" | |
| ], | |
| [ | |
| "[0.19908059 0.17570406 0.51475513 0.1893943 ]", | |
| "[1.19908059 1.175704 1.51475513 1.18939424]" | |
| ], | |
| [ | |
| "[0.40167677 0.25953674 0.9407078 0.76308483]", | |
| "[1.40167677 1.25953674 1.9407078 1.76308489]" | |
| ], | |
| [ | |
| "[0.2480728 0.21694398 0.63941365 0.57128876]", | |
| "[1.24807286 1.21694398 1.6394136 1.57128882]" | |
| ], | |
| [ | |
| "[0.24388778 0.07268471 0.68350857 0.73431659]", | |
| "[1.24388778 1.07268476 1.68350863 1.73431659]" | |
| ], | |
| [ | |
| "[0.62569475 0.9881897 0.83639616 0.9828859 ]", | |
| "[1.62569475 1.9881897 1.83639622 1.98288584]" | |
| ], | |
| [ | |
| "[0.56922203 0.98222166 0.76851749 0.28615737]", | |
| "[1.56922197 1.9822216 1.76851749 1.28615737]" | |
| ], | |
| [ | |
| "[0.88776821 0.51636773 0.30333066 0.32230979]", | |
| "[1.88776827 1.51636767 1.30333066 1.32230973]" | |
| ], | |
| [ | |
| "[0.90817457 0.89270043 0.38583666 0.66566533]", | |
| "[1.90817451 1.89270043 1.3858366 1.66566539]" | |
| ], | |
| [ | |
| "[0.48507756 0.80808765 0.77162558 0.47834778]", | |
| "[1.48507762 1.80808759 1.77162552 1.47834778]" | |
| ], | |
| [ | |
| "[0.68062544 0.98093534 0.14778823 0.53244978]", | |
| "[1.68062544 1.98093534 1.14778829 1.53244972]" | |
| ], | |
| [ | |
| "[0.31518555 0.49643308 0.11509258 0.95458382]", | |
| "[1.31518555 1.49643302 1.11509252 1.95458388]" | |
| ], | |
| [ | |
| "[0.79121011 0.54161114 0.69369799 0.1520769 ]", | |
| "[1.79121017 1.54161119 1.69369793 1.15207696]" | |
| ], | |
| [ | |
| "[0.23942459 0.90487361 0.69337189 0.65089428]", | |
| "[1.23942459 1.90487361 1.69337189 1.65089428]" | |
| ], | |
| [ | |
| "[0.26661873 0.45946234 0.13510543 0.81294441]", | |
| "[1.26661873 1.4594624 1.13510537 1.81294441]" | |
| ], | |
| [ | |
| "[0.30754459 0.77694583 0.09278506 0.38326019]", | |
| "[1.30754459 1.77694583 1.09278512 1.38326025]" | |
| ], | |
| [ | |
| "[0.27845025 0.32472342 0.82203609 0.77107543]", | |
| "[1.27845025 1.32472348 1.82203603 1.77107549]" | |
| ], | |
| [ | |
| "[0.98033333 0.97656083 0.38939917 0.81491041]", | |
| "[1.98033333 1.97656083 1.38939917 1.81491041]" | |
| ], | |
| [ | |
| "[0.74064726 0.4155122 0.09800029 0.49930882]", | |
| "[1.74064732 1.4155122 1.09800029 1.49930882]" | |
| ], | |
| [ | |
| "[0.78956431 0.87284744 0.06880784 0.03455889]", | |
| "[1.78956437 1.87284744 1.06880784 1.03455889]" | |
| ], | |
| [ | |
| "[0.00497234 0.39319336 0.57054168 0.75150961]", | |
| "[1.00497234 1.39319336 1.57054162 1.75150967]" | |
| ], | |
| [ | |
| "[0.72290605 0.96945059 0.68354797 0.15270454]", | |
| "[1.72290611 1.96945059 1.68354797 1.15270448]" | |
| ], | |
| [ | |
| "[0.75292218 0.81470108 0.49657214 0.56217098]", | |
| "[1.75292218 1.81470108 1.49657214 1.56217098]" | |
| ], | |
| [ | |
| "[0.33480108 0.59181517 0.76198453 0.98062384]", | |
| "[1.33480108 1.59181523 1.76198459 1.98062384]" | |
| ], | |
| [ | |
| "[0.52784437 0.54268694 0.12358981 0.72116476]", | |
| "[1.52784443 1.54268694 1.12358975 1.7211647 ]" | |
| ], | |
| [ | |
| "[0.73217702 0.65233225 0.44077861 0.33837909]", | |
| "[1.73217702 1.65233231 1.44077861 1.33837914]" | |
| ], | |
| [ | |
| "[0.34084332 0.73018837 0.54168713 0.91440833]", | |
| "[1.34084332 1.73018837 1.54168713 1.91440833]" | |
| ], | |
| [ | |
| "[0.60110539 0.3618983 0.32342511 0.98672163]", | |
| "[1.60110545 1.3618983 1.32342505 1.98672163]" | |
| ], | |
| [ | |
| "[0.77427191 0.21829212 0.12769502 0.74303615]", | |
| "[1.77427197 1.21829212 1.12769508 1.74303615]" | |
| ], | |
| [ | |
| "[0.08107251 0.2602725 0.18861133 0.44833237]", | |
| "[1.08107257 1.2602725 1.18861127 1.44833231]" | |
| ], | |
| [ | |
| "[0.59812403 0.78395379 0.0291847 0.81814629]", | |
| "[1.59812403 1.78395379 1.0291847 1.81814623]" | |
| ], | |
| [ | |
| "[0.93488538 0.73882395 0.37345302 0.0274905 ]", | |
| "[1.93488538 1.73882389 1.37345302 1.0274905 ]" | |
| ], | |
| [ | |
| "[0.30631393 0.48311198 0.87847513 0.67559886]", | |
| "[1.30631399 1.48311198 1.87847519 1.67559886]" | |
| ], | |
| [ | |
| "[0.18720162 0.74115586 0.98626411 0.30355608]", | |
| "[1.18720162 1.74115586 1.98626411 1.30355608]" | |
| ], | |
| [ | |
| "[0.85566247 0.83362883 0.48424995 0.25265992]", | |
| "[1.85566247 1.83362889 1.48424995 1.25265992]" | |
| ], | |
| [ | |
| "[0.95928186 0.84273899 0.71514636 0.38619852]", | |
| "[1.95928192 1.84273899 1.7151463 1.38619852]" | |
| ], | |
| [ | |
| "[0.32565445 0.90939188 0.07488042 0.13730896]", | |
| "[1.32565451 1.90939188 1.07488036 1.13730896]" | |
| ], | |
| [ | |
| "[0.9829582 0.59269661 0.40120947 0.95487177]", | |
| "[1.9829582 1.59269667 1.40120947 1.95487177]" | |
| ], | |
| [ | |
| "[0.79905868 0.89367443 0.75429088 0.3190186 ]", | |
| "[1.79905868 1.89367437 1.75429082 1.3190186 ]" | |
| ], | |
| [ | |
| "[0.54914117 0.03810108 0.87531954 0.73044223]", | |
| "[1.54914117 1.03810108 1.87531948 1.73044229]" | |
| ], | |
| [ | |
| "[0.67418337 0.79634351 0.23229051 0.71345252]", | |
| "[1.67418337 1.79634356 1.23229051 1.71345258]" | |
| ], | |
| [ | |
| "[0.87285906 0.48354989 0.39394957 0.59456545]", | |
| "[1.872859 1.48354983 1.39394951 1.59456539]" | |
| ], | |
| [ | |
| "[0.81788456 0.58174163 0.29376316 0.7971254 ]", | |
| "[1.81788456 1.58174157 1.29376316 1.79712534]" | |
| ], | |
| [ | |
| "[0.94559073 0.65736622 0.25761551 0.48553199]", | |
| "[1.94559073 1.65736628 1.25761557 1.48553205]" | |
| ], | |
| [ | |
| "[0.60075855 0.12234765 0.00614399 0.30560958]", | |
| "[1.60075855 1.12234759 1.00614405 1.30560958]" | |
| ], | |
| [ | |
| "[0.39147133 0.29854035 0.84663737 0.58175623]", | |
| "[1.39147139 1.29854035 1.84663737 1.58175623]" | |
| ], | |
| [ | |
| "[0.02235305 0.52774918 0.7331115 0.84358269]", | |
| "[1.02235305 1.52774918 1.7331115 1.84358263]" | |
| ], | |
| [ | |
| "[0.6080932 0.56563014 0.32107437 0.72599429]", | |
| "[1.60809326 1.5656302 1.32107437 1.72599435]" | |
| ], | |
| [ | |
| "[0.67447788 0.6125319 0.98007888 0.65968603]", | |
| "[1.67447782 1.6125319 1.98007894 1.65968609]" | |
| ], | |
| [ | |
| "[0.47963417 0.81818312 0.48720706 0.49339259]", | |
| "[1.47963417 1.81818318 1.48720706 1.49339259]" | |
| ], | |
| [ | |
| "[0.9630242 0.76359051 0.24853623 0.76881069]", | |
| "[1.96302414 1.76359057 1.24853623 1.76881075]" | |
| ], | |
| [ | |
| "[0.60609657 0.96257663 0.19292736 0.95702219]", | |
| "[1.60609651 1.96257663 1.19292736 1.95702219]" | |
| ], | |
| [ | |
| "[0.80654246 0.08253473 0.74478531 0.71257162]", | |
| "[1.8065424 1.08253479 1.74478531 1.71257162]" | |
| ], | |
| [ | |
| "[0.70167565 0.26930219 0.5660674 0.61194974]", | |
| "[1.70167565 1.26930213 1.56606746 1.61194968]" | |
| ], | |
| [ | |
| "[0.76933283 0.86241865 0.44114518 0.65644735]", | |
| "[1.76933289 1.86241865 1.44114518 1.65644741]" | |
| ], | |
| [ | |
| "[0.59492421 0.90274489 0.38069052 0.46101224]", | |
| "[1.59492421 1.90274489 1.38069057 1.46101224]" | |
| ], | |
| [ | |
| "[0.15064228 0.03198934 0.25754827 0.51484001]", | |
| "[1.15064228 1.03198934 1.25754833 1.51484001]" | |
| ], | |
| [ | |
| "[0.12024075 0.21342516 0.56858408 0.58644271]", | |
| "[1.12024069 1.21342516 1.56858408 1.58644271]" | |
| ], | |
| [ | |
| "[0.91730917 0.22574073 0.09591609 0.33056474]", | |
| "[1.91730917 1.22574067 1.09591603 1.33056474]" | |
| ], | |
| [ | |
| "[0.49691743 0.61873293 0.90698647 0.94486356]", | |
| "[1.49691749 1.61873293 1.90698647 1.94486356]" | |
| ], | |
| [ | |
| "[0.6032477 0.83361369 0.18538666 0.19108021]", | |
| "[1.60324764 1.83361363 1.18538666 1.19108021]" | |
| ], | |
| [ | |
| "[0.63235509 0.70352674 0.96188956 0.46240485]", | |
| "[1.63235509 1.70352674 1.96188951 1.46240485]" | |
| ], | |
| [ | |
| "[0.40234613 0.54987347 0.49542785 0.54153186]", | |
| "[1.40234613 1.54987347 1.49542785 1.5415318 ]" | |
| ], | |
| [ | |
| "[0.80893755 0.92237449 0.88346356 0.93164903]", | |
| "[1.80893755 1.92237449 1.88346362 1.93164897]" | |
| ], | |
| [ | |
| "[0.12858278 0.09930819 0.83222693 0.72485673]", | |
| "[1.12858272 1.09930825 1.83222699 1.72485673]" | |
| ], | |
| [ | |
| "[0.72470158 0.4940322 0.41027349 0.89364016]", | |
| "[1.72470164 1.49403214 1.41027355 1.89364016]" | |
| ], | |
| [ | |
| "[0.47856545 0.46267092 0.6376707 0.84747767]", | |
| "[1.47856545 1.46267092 1.63767076 1.84747767]" | |
| ], | |
| [ | |
| "[0.49584109 0.80599248 0.07096875 0.75872749]", | |
| "[1.49584103 1.80599248 1.07096875 1.75872755]" | |
| ], | |
| [ | |
| "[0.43500566 0.66041756 0.80293626 0.96224713]", | |
| "[1.43500566 1.66041756 1.80293632 1.96224713]" | |
| ], | |
| [ | |
| "[0.78397602 0.74223626 0.26603186 0.41664881]", | |
| "[1.78397608 1.74223626 1.26603186 1.41664886]" | |
| ], | |
| [ | |
| "[0.28942841 0.05601001 0.33039129 0.27781558]", | |
| "[1.28942847 1.05601001 1.33039129 1.27781558]" | |
| ], | |
| [ | |
| "[0.68094063 0.45189077 0.22661722 0.37354094]", | |
| "[1.68094063 1.45189071 1.22661722 1.37354088]" | |
| ], | |
| [ | |
| "[0.43681622 0.74680805 0.83598751 0.12414402]", | |
| "[1.43681622 1.74680805 1.83598757 1.12414408]" | |
| ], | |
| [ | |
| "[0.47870928 0.17129105 0.27300501 0.20634609]", | |
| "[1.47870922 1.17129111 1.27300501 1.20634604]" | |
| ], | |
| [ | |
| "[0.72795159 0.79317838 0.27832931 0.96576637]", | |
| "[1.72795153 1.79317832 1.27832937 1.96576643]" | |
| ], | |
| [ | |
| "[0.87608397 0.93200487 0.80169648 0.37758952]", | |
| "[1.87608397 1.93200493 1.80169654 1.37758946]" | |
| ], | |
| [ | |
| "[0.68891573 0.25576538 0.96339929 0.503833 ]", | |
| "[1.68891573 1.25576544 1.96339929 1.50383306]" | |
| ] | |
| ] | |
| }, | |
| "training": { | |
| "columns": [ | |
| "training_loss" | |
| ], | |
| "data": [ | |
| [ | |
| 5.786163806915283 | |
| ], | |
| [ | |
| 5.190790176391602 | |
| ], | |
| [ | |
| 4.457152843475342 | |
| ], | |
| [ | |
| 3.6650075912475586 | |
| ], | |
| [ | |
| 2.93464994430542 | |
| ], | |
| [ | |
| 2.348680019378662 | |
| ], | |
| [ | |
| 1.9634653329849243 | |
| ], | |
| [ | |
| 1.7607372999191284 | |
| ], | |
| [ | |
| 1.6719465255737305 | |
| ], | |
| [ | |
| 1.6366159915924072 | |
| ], | |
| [ | |
| 1.622431993484497 | |
| ], | |
| [ | |
| 1.616276502609253 | |
| ], | |
| [ | |
| 1.613321304321289 | |
| ], | |
| [ | |
| 1.6117404699325562 | |
| ], | |
| [ | |
| 1.6107864379882812 | |
| ], | |
| [ | |
| 1.6101313829421997 | |
| ], | |
| [ | |
| 1.6096218824386597 | |
| ], | |
| [ | |
| 1.6091850996017456 | |
| ], | |
| [ | |
| 1.60878586769104 | |
| ], | |
| [ | |
| 1.6084067821502686 | |
| ], | |
| [ | |
| 1.6080397367477417 | |
| ], | |
| [ | |
| 1.6076805591583252 | |
| ], | |
| [ | |
| 1.6073269844055176 | |
| ], | |
| [ | |
| 1.6069774627685547 | |
| ], | |
| [ | |
| 1.6066311597824097 | |
| ], | |
| [ | |
| 1.606289029121399 | |
| ], | |
| [ | |
| 1.605952501296997 | |
| ], | |
| [ | |
| 1.6056212186813354 | |
| ], | |
| [ | |
| 1.6052931547164917 | |
| ], | |
| [ | |
| 1.6049684286117554 | |
| ], | |
| [ | |
| 1.6046463251113892 | |
| ], | |
| [ | |
| 1.6043274402618408 | |
| ], | |
| [ | |
| 1.6040115356445312 | |
| ], | |
| [ | |
| 1.6036986112594604 | |
| ], | |
| [ | |
| 1.6033880710601807 | |
| ], | |
| [ | |
| 1.6030806303024292 | |
| ], | |
| [ | |
| 1.6027759313583374 | |
| ], | |
| [ | |
| 1.6024739742279053 | |
| ], | |
| [ | |
| 1.6021753549575806 | |
| ], | |
| [ | |
| 1.6018798351287842 | |
| ], | |
| [ | |
| 1.601474642753601 | |
| ], | |
| [ | |
| 1.600046992301941 | |
| ], | |
| [ | |
| 1.5875413417816162 | |
| ], | |
| [ | |
| 1.4105498790740967 | |
| ], | |
| [ | |
| 0.7160406112670898 | |
| ], | |
| [ | |
| 0.3598053753376007 | |
| ], | |
| [ | |
| 0.19316032528877258 | |
| ], | |
| [ | |
| 0.12070117890834808 | |
| ], | |
| [ | |
| 0.09034512937068939 | |
| ], | |
| [ | |
| 0.07754237949848175 | |
| ], | |
| [ | |
| 0.07193014025688171 | |
| ], | |
| [ | |
| 0.06930655986070633 | |
| ], | |
| [ | |
| 0.06792538613080978 | |
| ], | |
| [ | |
| 0.06706687808036804 | |
| ], | |
| [ | |
| 0.06643223762512207 | |
| ], | |
| [ | |
| 0.0658959150314331 | |
| ], | |
| [ | |
| 0.06540504842996597 | |
| ], | |
| [ | |
| 0.06493724137544632 | |
| ], | |
| [ | |
| 0.06448289752006531 | |
| ], | |
| [ | |
| 0.06403782963752747 | |
| ], | |
| [ | |
| 0.06360018998384476 | |
| ], | |
| [ | |
| 0.06316906958818436 | |
| ], | |
| [ | |
| 0.0627438873052597 | |
| ], | |
| [ | |
| 0.062323931604623795 | |
| ], | |
| [ | |
| 0.06190955266356468 | |
| ], | |
| [ | |
| 0.06150034815073013 | |
| ], | |
| [ | |
| 0.06109379231929779 | |
| ], | |
| [ | |
| 0.06069238483905792 | |
| ], | |
| [ | |
| 0.060295991599559784 | |
| ], | |
| [ | |
| 0.05990448594093323 | |
| ], | |
| [ | |
| 0.059517744928598404 | |
| ], | |
| [ | |
| 0.05913566052913666 | |
| ], | |
| [ | |
| 0.058757442981004715 | |
| ], | |
| [ | |
| 0.05838368833065033 | |
| ], | |
| [ | |
| 0.058016013354063034 | |
| ], | |
| [ | |
| 0.057652547955513 | |
| ], | |
| [ | |
| 0.057293202728033066 | |
| ], | |
| [ | |
| 0.056937046349048615 | |
| ], | |
| [ | |
| 0.05658193305134773 | |
| ], | |
| [ | |
| 0.056230705231428146 | |
| ], | |
| [ | |
| 0.05588328093290329 | |
| ], | |
| [ | |
| 0.055539581924676895 | |
| ], | |
| [ | |
| 0.0551995225250721 | |
| ], | |
| [ | |
| 0.054862670600414276 | |
| ], | |
| [ | |
| 0.0545283704996109 | |
| ], | |
| [ | |
| 0.05419748276472092 | |
| ], | |
| [ | |
| 0.05387008562684059 | |
| ], | |
| [ | |
| 0.053546156734228134 | |
| ], | |
| [ | |
| 0.053222957998514175 | |
| ], | |
| [ | |
| 0.05290183052420616 | |
| ], | |
| [ | |
| 0.052583809942007065 | |
| ], | |
| [ | |
| 0.05226884409785271 | |
| ], | |
| [ | |
| 0.05195661261677742 | |
| ], | |
| [ | |
| 0.05164797976613045 | |
| ], | |
| [ | |
| 0.0513438805937767 | |
| ], | |
| [ | |
| 0.05104164406657219 | |
| ], | |
| [ | |
| 0.050742145627737045 | |
| ], | |
| [ | |
| 0.05044574663043022 | |
| ], | |
| [ | |
| 0.05015172064304352 | |
| ], | |
| [ | |
| 0.04985949769616127 | |
| ] | |
| ] | |
| } | |
| }, | |
| "other": { | |
| "model": "ModelConfig(model=Sequential(\n (0) - Identity(): Input__tensor_1_output -> START_Repeat_1_output\n (1) - Linear(4, 4, bias=True): START_Repeat_1_output -> Linear_1_output\n (2) - <function leaky_relu at 0x7c4958248fe0>: Linear_1_output -> Activation_1_output\n (3) - Identity(): Activation_1_output -> START_Repeat_1_output\n (4) - Linear(4, 4, bias=True): START_Repeat_1_output -> Linear_1_output\n (5) - <function leaky_relu at 0x7c4958248fe0>: Linear_1_output -> Activation_1_output\n (6) - Identity(): Activation_1_output -> END_Repeat_1_output\n (7) - Identity(): END_Repeat_1_output -> Output_1_x\n (8) - Identity(): Output_1_x -> Output_1_x\n), model_inputs=['Input__tensor_1_output'], model_outputs=['Output_1_x'], loss_inputs=['Input__tensor_3_output', 'Output_1_x'], loss=Sequential(\n (0) - <function constant_vector.<locals>.<lambda> at 0x7c4880b23b00>: nothing -> Constant_vector_1_output\n (1) - <built-in method add of type object at 0x7c494c59ef00>: Input__tensor_3_output, Constant_vector_1_output -> Add_1_output\n (2) - <function mse_loss at 0x7c495824aac0>: Output_1_x, Add_1_output -> MSE_loss_2_output\n (3) - Identity(): MSE_loss_2_output -> loss\n), optimizer_parameters={'lr': 0.1, 'type': <OptionsFor_type.SGD: 4>}, optimizer=SGD (\nParameter Group 0\n dampening: 0\n differentiable: False\n foreach: None\n fused: None\n lr: 0.1\n maximize: False\n momentum: 0\n nesterov: False\n weight_decay: 0\n), source_workspace='Model definition', trained=True)" | |
| }, | |
| "relations": [] | |
| }, | |
| "error": null, | |
| "input_metadata": [ | |
| { | |
| "dataframes": { | |
| "df": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_test": { | |
| "columns": [ | |
| "pred", | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "df_train": { | |
| "columns": [ | |
| "x", | |
| "y" | |
| ] | |
| }, | |
| "training": { | |
| "columns": [ | |
| "training_loss" | |
| ] | |
| } | |
| }, | |
| "other": { | |
| "model": { | |
| "model": { | |
| "inputs": [ | |
| "Input__tensor_1_output" | |
| ], | |
| "loss_inputs": [ | |
| "Input__tensor_3_output", | |
| "Output_1_x" | |
| ], | |
| "outputs": [ | |
| "Output_1_x" | |
| ], | |
| "trained": true | |
| }, | |
| "type": "model" | |
| } | |
| }, | |
| "relations": [] | |
| } | |
| ], | |
| "meta": { | |
| "inputs": { | |
| "bundle": { | |
| "name": "bundle", | |
| "position": "left", | |
| "type": { | |
| "type": "<class 'lynxkite_graph_analytics.core.Bundle'>" | |
| } | |
| } | |
| }, | |
| "name": "View tables", | |
| "outputs": {}, | |
| "params": { | |
| "limit": { | |
| "default": 100.0, | |
| "name": "limit", | |
| "type": { | |
| "type": "<class 'int'>" | |
| } | |
| } | |
| }, | |
| "type": "table_view" | |
| }, | |
| "params": { | |
| "_tables_open": { | |
| "df_test": true | |
| }, | |
| "limit": 100.0 | |
| }, | |
| "status": "done", | |
| "title": "View tables" | |
| }, | |
| "dragHandle": ".bg-primary", | |
| "height": 636.0, | |
| "id": "View tables 1", | |
| "position": { | |
| "x": 3075.0, | |
| "y": -90.0 | |
| }, | |
| "type": "table_view", | |
| "width": 603.0 | |
| } | |
| ] | |
| } | |