Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

High-performance GPGPU inference of OpenAI's Whisper automatic speech recognition (ASR) model

AI for Screeps, a multiplayer programming strategy game

3D-printable hexagonal mirror array capable of reflecting sunlight into arbitrary patterns

Visualize large time series data with plotly.py

Multi-Platform Package Manager for Stable Diffusion

Focus on prompting and generating

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

Scientific Publishing in SE PhD Course

Windows Precision Touchpad Driver Implementation for Apple MacBook / Magic Trackpad

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable…

Compilation of high-profile real-world examples of failed machine learning projects

Fitbit analog clock face for Versa series watches

Python module to generate ATOM feeds, RSS feeds and Podcasts.

Sample of using Poetry with Azure Functions Python

Spelling corrector in python

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

Version 1 of Audio Switcher

A unified framework for machine learning with time series

Time series forecasting with machine learning models

Represent trained machine learning models as Pyomo optimization formulations

Original transformer paper: Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems. 2017.

Fit interpretable models. Explain blackbox machine learning.

Generate Diverse Counterfactual Explanations for any machine learning model.

Time-Series models for multivariate and multistep forecasting, regression, and classification

Dynamic Optimization

Machine Learning for Engineers in Python