├── .coveragerc ├── .github ├── ISSUE_TEMPLATE │ ├── bug-report.md │ ├── feature-request.md │ └── support-request.md ├── PULL_REQUEST_TEMPLATE.md └── workflows │ ├── ci.yml │ └── deploy.yml ├── .gitignore ├── .pep8speaks.yml ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── docs ├── .nojekyll ├── Analyze.md ├── Asking_Help.md ├── AutoModel.md ├── AutoParams.md ├── AutoPredict.md ├── AutoScan.md ├── Backends.md ├── Custom_Reducers.md ├── Deploy.md ├── Energy_Draw.md ├── Evaluate.md ├── Examples_AutoML.md ├── Examples_AutoML_Code.md ├── Examples_Generator.md ├── Examples_Generator_Code.md ├── Examples_Multiple_Inputs.md ├── Examples_Multiple_Inputs_Code.md ├── Examples_Multiple_Outputs.md ├── Examples_Multiple_Outputs_Code.md ├── Examples_PyTorch.md ├── Examples_PyTorch_Code.md ├── Examples_Typical.md ├── Examples_Typical_Code.md ├── Gamify.md ├── Generator.md ├── Hidden_Layers.md ├── Install_Options.md ├── Learning_Rate_Normalizer.md ├── Local_Strategy.md ├── Metrics.md ├── Monitoring.md ├── Optimization_Strategies.md ├── Overview.md ├── Parallelism.md ├── Predict.md ├── Probabilistic_Reduction.md ├── README.md ├── Restore.md ├── Roadmap.md ├── Scan.md ├── Templates.md ├── Workflow.md ├── _coverpage.md ├── _media │ ├── talos_deep_learning_workflow.png │ ├── talos_logo_bg.png │ └── talos_logo_icon.png ├── _sidebar.md └── index.html ├── examples ├── A Very Short Introduction to Hyperparameter Optimization of Keras Models with Talos.ipynb ├── Functional Model Hyperparameter Optimization.ipynb ├── Hyperparameter Optimization on Keras with Breast Cancer Data.ipynb ├── Hyperparameter Optimization with Keras for the Iris Prediction.ipynb ├── Recover Best Models from Experiment Log.ipynb ├── iris.py └── version-check.py ├── logo.png ├── pyproject.toml ├── requirements.txt ├── setup.cfg ├── setup.py ├── talos ├── __init__.py ├── autom8 │ ├── __init__.py │ ├── automodel.py │ ├── autoparams.py │ ├── autopredict.py │ └── autoscan.py ├── callbacks │ ├── __init__.py │ ├── experiment_log.py │ └── power_draw.py ├── commands │ ├── __init__.py │ ├── analyze.py │ ├── deploy.py │ ├── evaluate.py │ ├── predict.py │ └── restore.py ├── logging │ ├── __init__.py │ ├── logging_finish.py │ ├── logging_run.py │ └── results.py ├── metrics │ ├── __init__.py │ ├── entropy.py │ └── keras_metrics.py ├── model │ ├── __init__.py │ ├── early_stopper.py │ ├── hidden_layers.py │ ├── ingest_model.py │ ├── network_shape.py │ ├── normalizers.py │ └── output_layer.py ├── parameters │ ├── DistributeParamSpace.py │ ├── ParamSpace.py │ └── __init__.py ├── reducers │ ├── GamifyMap.py │ ├── __init__.py │ ├── correlation.py │ ├── forrest.py │ ├── gamify.py │ ├── limit_by_metric.py │ ├── local_strategy.py │ ├── reduce_run.py │ ├── reduce_utils.py │ ├── sample_reducer.py │ └── trees.py ├── scan │ ├── Scan.py │ ├── __init__.py │ ├── scan_addon.py │ ├── scan_finish.py │ ├── scan_prepare.py │ ├── scan_round.py │ ├── scan_run.py │ └── scan_utils.py ├── templates │ ├── __init__.py │ ├── datasets.py │ ├── models.py │ ├── params.py │ └── pipelines.py └── utils │ ├── __init__.py │ ├── best_model.py │ ├── exceptions.py │ ├── generator.py │ ├── gpu_utils.py │ ├── load_model.py │ ├── power_draw_append.py │ ├── recover_best_model.py │ ├── rescale_meanzero.py │ ├── sequence_generator.py │ ├── test_utils.py │ ├── torch_history.py │ └── validation_split.py ├── test-ci.py ├── test-local.sh └── tests ├── __init__.py ├── __main__.py ├── commands ├── __init__.py ├── recover_best_model.py ├── test_analyze.py ├── test_autom8.py ├── test_latest.py ├── test_lr_normalizer.py ├── test_predict.py ├── test_random_methods.py ├── test_reducers.py ├── test_rest.py ├── test_scan.py └── test_templates.py └── performance ├── memory_pressure.py └── memory_pressure_check.py /.coveragerc: -------------------------------------------------------------------------------- 1 | [run] 2 | 3 | omit = 4 | talos/samplers/*/* 5 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/bug-report.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/.github/ISSUE_TEMPLATE/bug-report.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/feature-request.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/.github/ISSUE_TEMPLATE/feature-request.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/support-request.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/.github/ISSUE_TEMPLATE/support-request.md -------------------------------------------------------------------------------- /.github/PULL_REQUEST_TEMPLATE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/.github/PULL_REQUEST_TEMPLATE.md -------------------------------------------------------------------------------- /.github/workflows/ci.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/.github/workflows/ci.yml -------------------------------------------------------------------------------- /.github/workflows/deploy.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/.github/workflows/deploy.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/.gitignore -------------------------------------------------------------------------------- /.pep8speaks.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/.pep8speaks.yml -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/README.md -------------------------------------------------------------------------------- /docs/.nojekyll: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /docs/Analyze.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Analyze.md -------------------------------------------------------------------------------- /docs/Asking_Help.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Asking_Help.md -------------------------------------------------------------------------------- /docs/AutoModel.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/AutoModel.md -------------------------------------------------------------------------------- /docs/AutoParams.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/AutoParams.md -------------------------------------------------------------------------------- /docs/AutoPredict.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/AutoPredict.md -------------------------------------------------------------------------------- /docs/AutoScan.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/AutoScan.md -------------------------------------------------------------------------------- /docs/Backends.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Backends.md -------------------------------------------------------------------------------- /docs/Custom_Reducers.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Custom_Reducers.md -------------------------------------------------------------------------------- /docs/Deploy.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Deploy.md -------------------------------------------------------------------------------- /docs/Energy_Draw.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Energy_Draw.md -------------------------------------------------------------------------------- /docs/Evaluate.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Evaluate.md -------------------------------------------------------------------------------- /docs/Examples_AutoML.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Examples_AutoML.md -------------------------------------------------------------------------------- /docs/Examples_AutoML_Code.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Examples_AutoML_Code.md -------------------------------------------------------------------------------- /docs/Examples_Generator.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Examples_Generator.md -------------------------------------------------------------------------------- /docs/Examples_Generator_Code.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Examples_Generator_Code.md -------------------------------------------------------------------------------- /docs/Examples_Multiple_Inputs.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Examples_Multiple_Inputs.md -------------------------------------------------------------------------------- /docs/Examples_Multiple_Inputs_Code.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Examples_Multiple_Inputs_Code.md -------------------------------------------------------------------------------- /docs/Examples_Multiple_Outputs.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Examples_Multiple_Outputs.md -------------------------------------------------------------------------------- /docs/Examples_Multiple_Outputs_Code.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Examples_Multiple_Outputs_Code.md -------------------------------------------------------------------------------- /docs/Examples_PyTorch.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Examples_PyTorch.md -------------------------------------------------------------------------------- /docs/Examples_PyTorch_Code.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Examples_PyTorch_Code.md -------------------------------------------------------------------------------- /docs/Examples_Typical.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Examples_Typical.md -------------------------------------------------------------------------------- /docs/Examples_Typical_Code.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Examples_Typical_Code.md -------------------------------------------------------------------------------- /docs/Gamify.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Gamify.md -------------------------------------------------------------------------------- /docs/Generator.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Generator.md -------------------------------------------------------------------------------- /docs/Hidden_Layers.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Hidden_Layers.md -------------------------------------------------------------------------------- /docs/Install_Options.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Install_Options.md -------------------------------------------------------------------------------- /docs/Learning_Rate_Normalizer.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Learning_Rate_Normalizer.md -------------------------------------------------------------------------------- /docs/Local_Strategy.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Local_Strategy.md -------------------------------------------------------------------------------- /docs/Metrics.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Metrics.md -------------------------------------------------------------------------------- /docs/Monitoring.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Monitoring.md -------------------------------------------------------------------------------- /docs/Optimization_Strategies.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Optimization_Strategies.md -------------------------------------------------------------------------------- /docs/Overview.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Overview.md -------------------------------------------------------------------------------- /docs/Parallelism.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Parallelism.md -------------------------------------------------------------------------------- /docs/Predict.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Predict.md -------------------------------------------------------------------------------- /docs/Probabilistic_Reduction.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Probabilistic_Reduction.md -------------------------------------------------------------------------------- /docs/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/README.md -------------------------------------------------------------------------------- /docs/Restore.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Restore.md -------------------------------------------------------------------------------- /docs/Roadmap.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Roadmap.md -------------------------------------------------------------------------------- /docs/Scan.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Scan.md -------------------------------------------------------------------------------- /docs/Templates.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Templates.md -------------------------------------------------------------------------------- /docs/Workflow.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/Workflow.md -------------------------------------------------------------------------------- /docs/_coverpage.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/_coverpage.md -------------------------------------------------------------------------------- /docs/_media/talos_deep_learning_workflow.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/_media/talos_deep_learning_workflow.png -------------------------------------------------------------------------------- /docs/_media/talos_logo_bg.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/_media/talos_logo_bg.png -------------------------------------------------------------------------------- /docs/_media/talos_logo_icon.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/_media/talos_logo_icon.png -------------------------------------------------------------------------------- /docs/_sidebar.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/_sidebar.md -------------------------------------------------------------------------------- /docs/index.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/docs/index.html -------------------------------------------------------------------------------- /examples/A Very Short Introduction to Hyperparameter Optimization of Keras Models with Talos.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/examples/A Very Short Introduction to Hyperparameter Optimization of Keras Models with Talos.ipynb -------------------------------------------------------------------------------- /examples/Functional Model Hyperparameter Optimization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/examples/Functional Model Hyperparameter Optimization.ipynb -------------------------------------------------------------------------------- /examples/Hyperparameter Optimization on Keras with Breast Cancer Data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/examples/Hyperparameter Optimization on Keras with Breast Cancer Data.ipynb -------------------------------------------------------------------------------- /examples/Hyperparameter Optimization with Keras for the Iris Prediction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/examples/Hyperparameter Optimization with Keras for the Iris Prediction.ipynb -------------------------------------------------------------------------------- /examples/Recover Best Models from Experiment Log.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/examples/Recover Best Models from Experiment Log.ipynb -------------------------------------------------------------------------------- /examples/iris.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/examples/iris.py -------------------------------------------------------------------------------- /examples/version-check.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/examples/version-check.py -------------------------------------------------------------------------------- /logo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/logo.png -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/pyproject.toml -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/requirements.txt -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- 1 | [metadata] 2 | description-file = README.md 3 | -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/setup.py -------------------------------------------------------------------------------- /talos/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/__init__.py -------------------------------------------------------------------------------- /talos/autom8/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/autom8/__init__.py -------------------------------------------------------------------------------- /talos/autom8/automodel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/autom8/automodel.py -------------------------------------------------------------------------------- /talos/autom8/autoparams.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/autom8/autoparams.py -------------------------------------------------------------------------------- /talos/autom8/autopredict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/autom8/autopredict.py -------------------------------------------------------------------------------- /talos/autom8/autoscan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/autom8/autoscan.py -------------------------------------------------------------------------------- /talos/callbacks/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/callbacks/__init__.py -------------------------------------------------------------------------------- /talos/callbacks/experiment_log.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/callbacks/experiment_log.py -------------------------------------------------------------------------------- /talos/callbacks/power_draw.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/callbacks/power_draw.py -------------------------------------------------------------------------------- /talos/commands/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /talos/commands/analyze.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/commands/analyze.py -------------------------------------------------------------------------------- /talos/commands/deploy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/commands/deploy.py -------------------------------------------------------------------------------- /talos/commands/evaluate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/commands/evaluate.py -------------------------------------------------------------------------------- /talos/commands/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/commands/predict.py -------------------------------------------------------------------------------- /talos/commands/restore.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/commands/restore.py -------------------------------------------------------------------------------- /talos/logging/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /talos/logging/logging_finish.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/logging/logging_finish.py -------------------------------------------------------------------------------- /talos/logging/logging_run.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/logging/logging_run.py -------------------------------------------------------------------------------- /talos/logging/results.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/logging/results.py -------------------------------------------------------------------------------- /talos/metrics/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /talos/metrics/entropy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/metrics/entropy.py -------------------------------------------------------------------------------- /talos/metrics/keras_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/metrics/keras_metrics.py -------------------------------------------------------------------------------- /talos/model/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/model/__init__.py -------------------------------------------------------------------------------- /talos/model/early_stopper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/model/early_stopper.py -------------------------------------------------------------------------------- /talos/model/hidden_layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/model/hidden_layers.py -------------------------------------------------------------------------------- /talos/model/ingest_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/model/ingest_model.py -------------------------------------------------------------------------------- /talos/model/network_shape.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/model/network_shape.py -------------------------------------------------------------------------------- /talos/model/normalizers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/model/normalizers.py -------------------------------------------------------------------------------- /talos/model/output_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/model/output_layer.py -------------------------------------------------------------------------------- /talos/parameters/DistributeParamSpace.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/parameters/DistributeParamSpace.py -------------------------------------------------------------------------------- /talos/parameters/ParamSpace.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/parameters/ParamSpace.py -------------------------------------------------------------------------------- /talos/parameters/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /talos/reducers/GamifyMap.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/reducers/GamifyMap.py -------------------------------------------------------------------------------- /talos/reducers/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /talos/reducers/correlation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/reducers/correlation.py -------------------------------------------------------------------------------- /talos/reducers/forrest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/reducers/forrest.py -------------------------------------------------------------------------------- /talos/reducers/gamify.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/reducers/gamify.py -------------------------------------------------------------------------------- /talos/reducers/limit_by_metric.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/reducers/limit_by_metric.py -------------------------------------------------------------------------------- /talos/reducers/local_strategy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/reducers/local_strategy.py -------------------------------------------------------------------------------- /talos/reducers/reduce_run.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/reducers/reduce_run.py -------------------------------------------------------------------------------- /talos/reducers/reduce_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/reducers/reduce_utils.py -------------------------------------------------------------------------------- /talos/reducers/sample_reducer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/reducers/sample_reducer.py -------------------------------------------------------------------------------- /talos/reducers/trees.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/reducers/trees.py -------------------------------------------------------------------------------- /talos/scan/Scan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/scan/Scan.py -------------------------------------------------------------------------------- /talos/scan/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /talos/scan/scan_addon.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/scan/scan_addon.py -------------------------------------------------------------------------------- /talos/scan/scan_finish.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/scan/scan_finish.py -------------------------------------------------------------------------------- /talos/scan/scan_prepare.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/scan/scan_prepare.py -------------------------------------------------------------------------------- /talos/scan/scan_round.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/scan/scan_round.py -------------------------------------------------------------------------------- /talos/scan/scan_run.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/scan/scan_run.py -------------------------------------------------------------------------------- /talos/scan/scan_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/scan/scan_utils.py -------------------------------------------------------------------------------- /talos/templates/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/templates/__init__.py -------------------------------------------------------------------------------- /talos/templates/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/templates/datasets.py -------------------------------------------------------------------------------- /talos/templates/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/templates/models.py -------------------------------------------------------------------------------- /talos/templates/params.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/templates/params.py -------------------------------------------------------------------------------- /talos/templates/pipelines.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/templates/pipelines.py -------------------------------------------------------------------------------- /talos/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/utils/__init__.py -------------------------------------------------------------------------------- /talos/utils/best_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/utils/best_model.py -------------------------------------------------------------------------------- /talos/utils/exceptions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/utils/exceptions.py -------------------------------------------------------------------------------- /talos/utils/generator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/utils/generator.py -------------------------------------------------------------------------------- /talos/utils/gpu_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/utils/gpu_utils.py -------------------------------------------------------------------------------- /talos/utils/load_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/utils/load_model.py -------------------------------------------------------------------------------- /talos/utils/power_draw_append.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/utils/power_draw_append.py -------------------------------------------------------------------------------- /talos/utils/recover_best_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/utils/recover_best_model.py -------------------------------------------------------------------------------- /talos/utils/rescale_meanzero.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/utils/rescale_meanzero.py -------------------------------------------------------------------------------- /talos/utils/sequence_generator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/utils/sequence_generator.py -------------------------------------------------------------------------------- /talos/utils/test_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/utils/test_utils.py -------------------------------------------------------------------------------- /talos/utils/torch_history.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/utils/torch_history.py -------------------------------------------------------------------------------- /talos/utils/validation_split.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/talos/utils/validation_split.py -------------------------------------------------------------------------------- /test-ci.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/test-ci.py -------------------------------------------------------------------------------- /test-local.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/test-local.sh -------------------------------------------------------------------------------- /tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/__main__.py: -------------------------------------------------------------------------------- 1 | import sys 2 | 3 | sys.path.append('../talos') 4 | -------------------------------------------------------------------------------- /tests/commands/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/tests/commands/__init__.py -------------------------------------------------------------------------------- /tests/commands/recover_best_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/tests/commands/recover_best_model.py -------------------------------------------------------------------------------- /tests/commands/test_analyze.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/tests/commands/test_analyze.py -------------------------------------------------------------------------------- /tests/commands/test_autom8.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/tests/commands/test_autom8.py -------------------------------------------------------------------------------- /tests/commands/test_latest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/tests/commands/test_latest.py -------------------------------------------------------------------------------- /tests/commands/test_lr_normalizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/tests/commands/test_lr_normalizer.py -------------------------------------------------------------------------------- /tests/commands/test_predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/tests/commands/test_predict.py -------------------------------------------------------------------------------- /tests/commands/test_random_methods.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/tests/commands/test_random_methods.py -------------------------------------------------------------------------------- /tests/commands/test_reducers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/tests/commands/test_reducers.py -------------------------------------------------------------------------------- /tests/commands/test_rest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/tests/commands/test_rest.py -------------------------------------------------------------------------------- /tests/commands/test_scan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/tests/commands/test_scan.py -------------------------------------------------------------------------------- /tests/commands/test_templates.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/tests/commands/test_templates.py -------------------------------------------------------------------------------- /tests/performance/memory_pressure.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/tests/performance/memory_pressure.py -------------------------------------------------------------------------------- /tests/performance/memory_pressure_check.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/autonomio/talos/HEAD/tests/performance/memory_pressure_check.py --------------------------------------------------------------------------------