├── .github └── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── RL_DP_Demo.ipynb ├── algorithms ├── __pycache__ │ ├── bayesian_optimization.cpython-39.pyc │ ├── evolutionary_optimization.cpython-39.pyc │ ├── grid_search_algorithm.cpython-39.pyc │ └── reinforcement_learning_optimization.cpython-39.pyc ├── bayesian_optimization.py ├── evolutionary_optimization.py ├── grid_search_algorithm.py └── reinforcement_learning_optimization.py ├── experiment ├── __pycache__ │ └── train_single_model.cpython-39.pyc └── train_single_model.py └── sample ├── __pycache__ ├── sample_dataset.cpython-39.pyc └── sample_model.cpython-39.pyc ├── run_sample.py ├── sample_dataset.py └── sample_model.py /.github/ISSUE_TEMPLATE/bug_report.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/.github/ISSUE_TEMPLATE/bug_report.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/feature_request.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/.github/ISSUE_TEMPLATE/feature_request.md -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/README.md -------------------------------------------------------------------------------- /RL_DP_Demo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/RL_DP_Demo.ipynb -------------------------------------------------------------------------------- /algorithms/__pycache__/bayesian_optimization.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/algorithms/__pycache__/bayesian_optimization.cpython-39.pyc -------------------------------------------------------------------------------- /algorithms/__pycache__/evolutionary_optimization.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/algorithms/__pycache__/evolutionary_optimization.cpython-39.pyc -------------------------------------------------------------------------------- /algorithms/__pycache__/grid_search_algorithm.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/algorithms/__pycache__/grid_search_algorithm.cpython-39.pyc -------------------------------------------------------------------------------- /algorithms/__pycache__/reinforcement_learning_optimization.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/algorithms/__pycache__/reinforcement_learning_optimization.cpython-39.pyc -------------------------------------------------------------------------------- /algorithms/bayesian_optimization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/algorithms/bayesian_optimization.py -------------------------------------------------------------------------------- /algorithms/evolutionary_optimization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/algorithms/evolutionary_optimization.py -------------------------------------------------------------------------------- /algorithms/grid_search_algorithm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/algorithms/grid_search_algorithm.py -------------------------------------------------------------------------------- /algorithms/reinforcement_learning_optimization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/algorithms/reinforcement_learning_optimization.py -------------------------------------------------------------------------------- /experiment/__pycache__/train_single_model.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/experiment/__pycache__/train_single_model.cpython-39.pyc -------------------------------------------------------------------------------- /experiment/train_single_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/experiment/train_single_model.py -------------------------------------------------------------------------------- /sample/__pycache__/sample_dataset.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/sample/__pycache__/sample_dataset.cpython-39.pyc -------------------------------------------------------------------------------- /sample/__pycache__/sample_model.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/sample/__pycache__/sample_model.cpython-39.pyc -------------------------------------------------------------------------------- /sample/run_sample.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/sample/run_sample.py -------------------------------------------------------------------------------- /sample/sample_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/sample/sample_dataset.py -------------------------------------------------------------------------------- /sample/sample_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmanPriyanshu/DP-HyperparamTuning/HEAD/sample/sample_model.py --------------------------------------------------------------------------------