amitportnoy's Stars
Significant-Gravitas/AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
langchain-ai/langchain
🦜🔗 Build context-aware reasoning applications
labmlai/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, ... 🧠
hiyouga/LLaMA-Factory
Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)
DataTalksClub/data-engineering-zoomcamp
Free Data Engineering course!
microsoft/semantic-kernel
Integrate cutting-edge LLM technology quickly and easily into your apps
stanfordnlp/dspy
DSPy: The framework for programming—not prompting—language models
huggingface/candle
Minimalist ML framework for Rust
py-why/dowhy
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
shawwn/llama-dl
High-speed download of LLaMA, Facebook's 65B parameter GPT model
suragnair/alpha-zero-general
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
flexflow/flexflow-train
Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training
zoonk/zoonk
Platform for creating interactive courses.
mokemokechicken/reversi-alpha-zero
Reversi reinforcement learning by AlphaGo Zero methods.
facebookresearch/rebel
An algorithm that generalizes the paradigm of self-play reinforcement learning and search to imperfect-information games.
alantech/marsha
Marsha is a functional, higher-level, English-based programming language that gets compiled into tested Python software by an LLM
Beomi/InfiniTransformer
Unofficial PyTorch/🤗Transformers(Gemma/Llama3) implementation of Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention
ENSTA-U2IS-AI/torch-uncertainty
Open-source framework for uncertainty and deep learning models in PyTorch :seedling:
dingo-actual/infini-transformer
PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" (https://arxiv.org/abs/2404.07143)
microsoft/classy-fire
Classy-fire is multiclass text classification approach leveraging OpenAI LLM model APIs optimally using clever parameter tuning and prompting.
Azure-Samples/azure-ml-federated-learning
Examples and recipes around federated learning in Azure ML.
EvZissel/Residual-Flow
An implementation of the Residual Flow algorithm for out-of-distribution detection.
NNLP-IL/NNLP-IL
A national initiative for the creation of infrastructure, research and development of advanced capabilities for the advancement of the field of NLP in Hebrew and Arabic.
Azure/plato
microsoft/moab-rl
Moab is a project-based learning kit that teaches you how to build autonomous systems by balancing objects on a tilting platform. This repo provides code and instructions for training and deploying reinforcement learning agents for Moab using Stable Baselines, RLlib, and ONNX.
amitport/QUIC-FL-Quick-Unbiased-Compression-for-Federated-Learning
This repository is the official implementation of QUIC-FL from the paper 'Accelerating Federated Learning with Quick Distributed Mean Estimation' (ICML 2024)
timvvvht/AlphaZero-Connect4
An asynchronous implementation of AlphaZero, a self-play reinforcement learning algorithm.