Algorithms for Privacy-Preserving Machine Learning in JAX

dpmm: a library for synthetic tabular data generation with rich functionality and end-to-end Differential Privacy guarantees

Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

dpmm: a library for synthetic tabular data generation with rich functionality and end-to-end Differential Privacy guarantees

A JAX research toolkit for building, editing, and visualizing neural networks.

This repository houses the NIST, submissions and evaluation data related to the Collaborative Research Cycle

SDNist: Benchmark data and evaluation tools for data synthesizers.

TensorFlow implementation of TabTransformer

Access and analyze historical weather and climate data with Python.

An implementation of "Data Synthesis via Differentially Private Markov Random Fields"

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Library for training machine learning models with privacy for training data

Diffprivlib: The IBM Differential Privacy Library

Statistical Counterexample Detector for Differential Privacy

autodp: A flexible and easy-to-use package for differential privacy

Pull current and historical baseball statistics using Python (Statcast, Baseball Reference, FanGraphs)

Gaussian Process Optimization using GPy

Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Laroche…

Distributed Asynchronous Hyperparameter Optimization in Python

Fully functional Pokerbot that works on PartyPoker, PokerStars and GGPoker, scraping tables with Open-CV (adaptable via gui) or neural network and making decisions based on a genetic algorithm and …

Tools for scraping MLB Gameday data and Visualizing PITCHf/x