Actable AI ML lib¶
What is Actable-AI lib ?¶
Actable-AI lib is the Machine Learning library used for app.actable.ai
This Machine Learning library is Open Source and licensed under Apache v2 so free to use and modify.
Actable-AI implements Machine Learning models usable out of the box for multiple tasks. You can discover each task usage with our notebooks:
Installations¶
To install ActableAI simply run:
pip install actableai-lib[gpu]
To install it from source:
git clone git@github.com:Actable-AI/actableai-lib.git --recursive
cd actableai-lib
pip install .[gpu]
To contribute as a developer (see Contributions section):
git clone git@github.com:Actable-AI/actableai-lib.git --recursive
cd actableai-lib
./scripts/setup_hooks.sh
pip install -e .[gpu,dev]
Note: You can replace [gpu] with [cpu] to have the CPU version of Actable-AI.
Main API¶
ActableAI maintains tasks that are the core of our Analytics. All the tasks and their usage are listed in this module.
- actableai.tasks package
- Subpackages
- Submodules
- actableai.tasks.association_rules module
- actableai.tasks.autogluon module
- actableai.tasks.base module
- actableai.tasks.bayesian_regression module
- actableai.tasks.causal_discovery module
- actableai.tasks.causal_inference module
- actableai.tasks.classification module
- actableai.tasks.clustering module
- actableai.tasks.correlation module
- actableai.tasks.data_imputation module
- actableai.tasks.direct_causal module
- actableai.tasks.forecast module
- actableai.tasks.intervention module
- actableai.tasks.ocr module
- actableai.tasks.regression module
- actableai.tasks.sentiment_analysis module
- actableai.tasks.text_extraction module
- Module contents