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Open Source

I have contributed to many of the core Python packages for AI

Pydantic AI

Pydantic AI

Production-grade Python agent framework with typed dependency injection and model-agnostic LLM integration.
PROJECT
DESCRIPTION
ROLE
Agent Framework / shim to use Pydantic with LLMs production-grade Python agent framework built by the Pydantic team with typed dependency injection and model-agnostic LLM integration.
Contributor
Hugging Face

Hugging Face

A leading library for natural language processing (NLP) with state-of-the-art transformer models.
PROJECT
DESCRIPTION
ROLE
🤗 Optimum is an extension of 🤗 Transformers and Diffusers, providing a set of optimization tools enabling maximum efficiency to train and run models on targeted hardware, while keeping things easy to use.
Contributor
TensorFlow

TensorFlow

An open-source platform for machine learning and deep learning, offering a comprehensive ecosystem for model building and deployment.
PROJECT
DESCRIPTION
ROLE
TensorFlow is an end-to-end open source platform for machine learning.
Contributor
Keras

Keras

A user-friendly, high-level neural networks API for building and training deep learning models.
PROJECT
DESCRIPTION
ROLE
Keras 3 is a multi-backend deep learning framework, with support for JAX, TensorFlow, and PyTorch.
Contributor
Scikit-Learn

Scikit-Learn

A robust library for machine learning in Python, providing simple and efficient tools for data mining and data analysis.
PROJECT
DESCRIPTION
ROLE
Scikit-learn is a Python module for machine learning built on top of SciPy
Contributor
vw

vw

A fast, scalable, and flexible system for online learning and large data
PROJECT
DESCRIPTION
ROLE
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
Contributor
R

R

A programming language and environment designed for advanced statistical computing, machine learning, and predictive modeling.
PROJECT
DESCRIPTION
ROLE
API for creating stacked ensembles of caret models.
Author
Unified API for training classification and regression models.
Contributor
Automated cross-validation for time-series models, particularly those created by the forecast and caret packages.
Author
Methods and tools for displaying and analyzing univariate time series forecasts including exponential smoothing via state space models and automatic ARIMA modelling.
Contributor
Hard drive survival modeling based on public data
Author