Jovan Sardinha's repositories
jovsatools
my personal toolbox 🧰
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
alpha-zero-general
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
ANN-playground
A playground to learn and explore techniques about ANN
arxiv-sanity-preserver
Web interface for browsing, search and filtering recent arxiv submissions
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
diplomacy_cicero
Code for Cicero, an AI agent that plays the game of Diplomacy with open-domain natural language negotiation.
kaggle-connect-x
https://www.kaggle.com/c/connectx
keymaker
where 🔑s get made
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
rebel
An algorithm that generalizes the paradigm of self-play reinforcement learning and search to imperfect-information games.
SWE-agent
SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.47% of bugs in the SWE-bench evaluation set and takes just 1 minute to run.
systems
systems is a set of tools for describing, running and visualizing systems diagrams.
Tensor-Puzzles
Solve puzzles. Improve your pytorch.
tinygrad
You like pytorch? You like micrograd? You love tinygrad! ❤️
triton
Development repository for the Triton language and compiler
trlx
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)