Added hyperband support for hyperparameter tuning

requirements.txt

-#
-# These requirements were autogenerated by pipenv
-# To regenerate from the project's Pipfile, run:
-#
-#    pipenv lock --requirements --dev
-#
-
-# Note: in pipenv 2020.x, "--dev" changed to emit both default and development
-# requirements. To emit only development requirements, pass "--dev-only".
-
--i https://pypi.org/simple
-absl-py==0.11.0;
-astunparse==1.6.3;
-attrs==20.3.0;
-brotli==1.0.9;
-cachetools==4.1.1;
-certifi==2020.11.8;
-chardet==3.0.4;
-click==7.1.2;
-cloudpickle==1.6.0;
-colorama==0.4.4;
-cycler==0.10.0;
-dash-core-components==1.9.1;
-dash-html-components==1.0.3;
-dash-renderer==1.4.0;
-dash-table==4.6.2;
-dash==1.11.0;
-decorator==4.4.2;
-dm-tree==0.1.5;
-flask-compress==1.8.0;
-flask==1.1.2;
-future==0.18.2;
-gast==0.3.3;
-google-auth-oauthlib==0.4.2;
-google-auth==1.23.0;
-google-pasta==0.2.0;
-grpcio==1.33.2;
-h5py==2.10.0;
-hypothesis==5.29.4;
-idna==2.10;
-itsdangerous==1.1.0;
-jinja2==2.11.2;
-joblib==0.16.0;
-keras-preprocessing==1.1.2;
-keras-tuner==1.0.2;
-kerastuner-tensorboard-logger==0.2.3;
-kiwisolver==1.3.1;
-markdown==3.3.3;
-markupsafe==1.1.1;
-matplotlib==3.1.3;
-more-itertools==8.6.0;
-networkx==2.5;
-numba==0.51.2;
-numpy==1.18.5
-oauthlib==3.1.0;
-opencv-python==4.2.0.34;
-opt-einsum==3.3.0;
-packaging==20.7;
-pandas==1.0.5;
-plotly==4.5.4;
-pluggy==0.13.1;
-protobuf==3.14.0;
-py==1.9.0;
-pyasn1-modules==0.2.8;
-pyasn1==0.4.8;
-pyparsing==2.4.7;
-pytest==5.3.5;
-python-dateutil==2.8.1;
-pytz==2020.4;
-regex==2020.2.20;
-requests-oauthlib==1.3.0;
-requests==2.25.0;
-retrying==1.3.3;
-rsa==4.6;
-scikit-learn==0.23.2;
-scipy==1.5.4;
-seaborn==0.10.1;
-six==1.15.0;
-sklearn==0.0;
-sortedcontainers==2.3.0;
-tabulate==0.8.7;
-tensorboard-plugin-wit==1.7.0;
-tensorboard==2.4.0;
-tensorflow-estimator==2.3.0;
-tensorflow-probability==0.11.1;
-tensorflow==2.3.1;
-termcolor==1.1.0;
-terminaltables==3.1.0;
-threadpoolctl==2.1.0;
-tqdm==4.50.2;
-umap-learn==0.4.6;
-urllib3==1.26.2;
-wcwidth==0.2.5;
-werkzeug==1.0.1;
-wheel==0.35.1;
-wrapt==1.12.1;
+dash~=1.11.0
+hypothesis~=5.29.0
+joblib~=0.16.0
+keras-tuner~=1.0.2
+kerastuner-tensorboard-logger~=0.2.3
+matplotlib~=3.1.3
+networkx~=2.4
+numpy~=1.18.1
+opencv-python~=4.2.0.32
+pandas~=1.0.3
+plotly~=4.5.0
+pytest~=5.3.5
+regex~=2020.2.18
+scikit-learn~=0.23.2
+scipy~=1.5.2
+seaborn~=0.10.0
+setuptools~=49.6.0
+sklearn~=0.0
+tensorflow-probability~=0.11.1
+tensorflow~=2.3.0
+tqdm~=4.50.0
+umap-learn~=0.4.6