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bambi

BAyesian Model-Building Interface (Bambi) in Python.

causal-inference-and-discovery-in-python

Causal Inference and Discovery in Python by Packt Publishing

causal-learn

Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

causality

Notes, exercises and other materials related to causal inference, causal discovery and causal ML.

chroma

the AI-native open-source embedding database

deep_quadric_learning

Deep Quadric Learning

deepproblog

DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predicate.

dodiscover

[Experimental] Global causal discovery algorithms

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

econml

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 goals is to build a toolkit that combines state-of-the-art machine learning techniques

governance

This repository describes the governance model for the PyWhy org

jupyterlab-desktop

JupyterLab desktop application, based on Electron.

keras

Deep Learning for humans

keras-io

Keras documentation, hosted live at keras.io

langchain

🦜🔗 Build context-aware reasoning applications

ncs-ai

ollama

Get up and running with Llama 3, Mistral, Gemma, and other large language models.

ollama-python

Ollama Python library

problog

ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.

pymc

Bayesian Modeling and Probabilistic Programming in Python

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pywhy-llm

Experimental library integrating LLM capabilities to support causal analyses

pywhy-notes

Keep track of discussions and meeting minutes.

pywhy-stats

Python package for (conditional) independence testing and statistical functions related to causality.

stanza

Official Stanford NLP Python Library for Many Human Languages

tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️