baptistecolle

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

papers-we-love

Papers from the computer science community to read and discuss.

every-programmer-should-know

A collection of (mostly) technical things every software developer should know about

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

jax

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

AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

awesome-cto

A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups

PlotNeuralNet

Latex code for making neural networks diagrams

data-science

:bar_chart: Path to a free self-taught education in Data Science!

triton

Development repository for the Triton language and compiler

beautify-github-profile

This repository will assist you in creating a more beautiful and appealing github profile, and you will have access to a comprehensive range of tools and tutorials for beautifying your github profile. 🪄 ⭐

visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

awesome-math

A curated list of awesome mathematics resources

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

bioinformatics

:microscope: Path to a free self-taught education in Bioinformatics!

CodeGen

CodeGen is a family of open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.

must-watch-css

🔥 CSS talks you have to see ⚡️ covering CSS Grid, flexbox, custom variables, performance, frameworks, Sass, tools, and more! 🚀

list_of_recommender_systems

A List of Recommender Systems and Resources

trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

math

🧮 Path to a free self-taught education in Mathematics!

equinox

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

ml-pen-and-paper-exercises

Pen and paper exercises in machine learning

awesome-crypto-trading-bots

Awesome crypto trading bots

educational

awesome-scientific-computing

:sunglasses: Curated list of awesome software for numerical analysis and scientific computing

vizier

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

awesome-computational-neuroscience

A list of schools and researchers in computational neuroscience

awesome-rl-competitions

List of competitions related to Reinforcement Learning

top-software-engineering-articles

Collection of top articles about great software engineering practices.

bitproject_website

Bit Project is a 501(c)(3) nonprofit organization that makes technical education more accessible.