Stars
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
A complete computer science study plan to become a software engineer.
TensorFlow code and pre-trained models for BERT
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
18.335 - Introduction to Numerical Methods course
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
A curated list of network embedding techniques.
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Bayesian Modeling and Probabilistic Programming in Python
Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"
Recurrent Neural Network - A curated list of resources dedicated to RNN
A course in reinforcement learning in the wild
Public facing notes page
Deep Learning Specialization by Andrew Ng on Coursera.
TensorFlow - A curated list of dedicated resources http://tensorflow.org
A curated list of awesome Machine Learning frameworks, libraries and software.
Material Design Components in HTML/CSS/JS
Former git repo for WebFundamentals on developers.google.com