Stars
FAST (Finally An SDDP Toolbox) is an SDDP toolbox for Matlab
Statsmodels: statistical modeling and econometrics in Python
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
The core library of differential privacy algorithms powering the OpenDP Project.
LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.
A machine learning package for streaming data in Python. The other ancestor of River.
python partial dependence plot toolbox
Graphical analysis of structural causal models / graphical causal models.
Generate Diverse Counterfactual Explanations for any machine learning model.
A Python package for modular causal inference analysis and model evaluations
GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference
Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its go…
A Python package for causal inference in quasi-experimental settings
Machine Learning Automation with TPOT, published by Packt
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Feature engineering package with sklearn like functionality
Python Feature Engineering Cookbook, published by Packt
Machine Learning on Kubernetes, published by packt
Low-code framework for building custom LLMs, neural networks, and other AI models
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Machine Learning in Production, by BPB Publications
Graph Data Processing with Cypher, published by Packt
Source code for the Neo4j Graph Data Science library of graph algorithms.