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Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

Python 9,536 907 Updated Jul 1, 2024

A complete computer science study plan to become a software engineer.

313,767 78,272 Updated Dec 5, 2024

100 days of algorithms

Jupyter Notebook 7,483 1,182 Updated May 11, 2018

TensorFlow code and pre-trained models for BERT

Python 38,909 9,669 Updated Jul 23, 2024

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Python 142,063 28,446 Updated Mar 28, 2025

18.335 - Introduction to Numerical Methods course

Jupyter Notebook 517 123 Updated Mar 25, 2025

Python package built to ease deep learning on graph, on top of existing DL frameworks.

Python 13,798 3,042 Updated Feb 11, 2025

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Jupyter Notebook 21,106 6,102 Updated Jul 13, 2023

A curated list of network embedding techniques.

2,608 504 Updated Dec 8, 2020

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 ;)

Jupyter Notebook 27,246 7,916 Updated Jun 25, 2024

Bayesian Modeling and Probabilistic Programming in Python

Python 8,940 2,072 Updated Mar 24, 2025

Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

Python 1,583 277 Updated Oct 31, 2019

Recurrent Neural Network - A curated list of resources dedicated to RNN

6,125 1,437 Updated Feb 3, 2022

Reinforcement learning resources curated

9,029 1,830 Updated May 25, 2023

A course in reinforcement learning in the wild

Jupyter Notebook 6,082 1,727 Updated Mar 22, 2025

Public facing notes page

Jupyter Notebook 10,392 4,103 Updated Aug 1, 2024

Oxford Deep NLP 2017 course

15,703 3,567 Updated Jul 2, 2023

Deep Learning Specialization by Andrew Ng on Coursera.

Jupyter Notebook 7,606 5,515 Updated May 22, 2019
Jupyter Notebook 228 86 Updated Dec 3, 2017

Deep Learning for humans

Python 62,781 19,555 Updated Mar 27, 2025

TensorFlow - A curated list of dedicated resources http://tensorflow.org

17,250 3,025 Updated Mar 10, 2025

A curated list of awesome Machine Learning frameworks, libraries and software.

Python 67,389 14,830 Updated Feb 13, 2025

Material Design Components in HTML/CSS/JS

HTML 32,288 5,007 Updated Mar 11, 2025

Former git repo for WebFundamentals on developers.google.com

JavaScript 13,853 2,553 Updated Aug 10, 2022
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