ATM
Auto Tune Models - A multi-tenant, multi-data system for automated machine learning (model selection and tuning).
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Download Latest Version (.zip)- config.yml
- ISSUE_TEMPLATE.md
- __init__.py
- utils.py
- aws.yaml
- config.yaml
- log-script.yaml
- log.yaml
- run.yaml
- sql.yaml
- iris.csv
- pitchfork_genres.csv
- pollution.csv
- adaboost.json
- bernoulli_naive_bayes.json
- decision_tree.json
- extra_trees.json
- gaussian_naive_bayes.json
- gaussian_process.json
- k_nearest_neighbors.json
- logistic_regression.json
- multi_layer_perceptron.json
- multinomial_naive_bayes.json
- passive_aggressive.json
- random_forest.json
- stochastic_gradient_descent.json
- support_vector_machine.json
- __init__.py
- classifier.py
- cli.py
- compat.py
- config.py
- constants.py
- core.py
- data.py
- database.py
- encoder.py
- method.py
- metrics.py
- utilities.py
- worker.py
- atm-logo.png
- dai-logo-white-200.png
- dai-logo-white.ico
- .buildinfo
- .nojekyll
- add_method.rst
- cli.rst
- conf.py
- configuration.rst
- contributing.rst
- history.rst
- index.rst
- Makefile
- modelhub.rst
- readme.rst
- rest.rst
- test___init__.py
- classifiers.csv
- dataruns.csv
- datasets.csv
- hyperpartitions.csv
- myselector.py
- mytuner.py
- test_cli.py
- test_core.py
- test_data.py
- test_method.py
- test_utilities.py
- test_worker.py
- .coveragerc
- .gitignore
- .travis.yml
- AUTHORS.rst
- CLI.md
- CONFIGURATION.md
- CONTRIBUTING.rst
- fabfile.py
- HISTORY.md
- LICENSE
- Makefile
- MANIFEST.in
- README.md
- REST.md
- setup.cfg
- setup.py
- tox.ini
# Installation Guide
git clone https://github.com/HDI-Project/ATM
Downloads the entire project code from GitHub to your computer.
cd ATM
Moves into the project folder you just downloaded.
2. Official Install Script
Easy Recommended- Python 3 Python is required to use pip.
pip install virtualenv
Installs the package published on PyPI directly โ no need to clone the source.
pip install atm
Installs the package published on PyPI directly โ no need to clone the source.
Pulled directly from this repo's README.
3. Python
Easypip install virtualenv
Installs the package published on PyPI directly โ no need to clone the source.
pip install atm
Installs the package published on PyPI directly โ no need to clone the source.
Pulled directly from this repo's README.
4. Make
Medium- Git Needed to download the project code from GitHub.
- Make Usually pre-installed on Linux/macOS. On Windows, install separately (e.g. via MSYS2 or WSL).
make install
Compiles the code based on the generated build configuration to produce an executable.
make install-develop
Compiles the code based on the generated build configuration to produce an executable.
Pulled directly from this repo's README.