Starred repositories
Videos, quizzes, code, and slideshows for an Introduction to Graph Neural Networks course
A Collection of Pydantic Models to Abstract IRL
Digital twin for an enterprise; RL environment; LLM eval
Environments for LLM Reinforcement Learning
How can we improve name matching in screening tools?
Master programming by recreating your favorite technologies from scratch.
A comprehensive deep dive into the world of tokens
Morph an input dataset of 2D points into select shapes, while preserving the summary statistics to a given number of decimal points through simulated annealing. It is intended to be used as a teach…
My small cheatsheets for data science, ML, computer science and more.
An interpreter for RASP as described in the ICML 2021 paper "Thinking Like Transformers"
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
A python module for scientific analysis of 3D data based on VTK and Numpy
A domain-specific probabilistic programming language for scalable Bayesian data cleaning
A high performance implementation of HDBSCAN clustering.
MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
👩🏫 Advanced NLP with spaCy: A free online course