ycchen1989

manim

Animation engine for explanatory math videos

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, ... 🧠

bilingual_book_maker

Make bilingual epub books Using AI translate

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

text

Models, data loaders and abstractions for language processing, powered by PyTorch

pybroker

Algorithmic Trading in Python with Machine Learning

D4RL

A collection of reference environments for offline reinforcement learning

torchquantum

A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.

Metaworld

Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning

AutoTrader

A Python-based development platform for automated trading systems - from backtesting to optimisation to livetrading.

bilingual_book_maker

Make bilingual epub books Using AI translate

torchbeast

A PyTorch Platform for Distributed RL

seq2seq

Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

BackdoorBox

The open-sourced Python toolbox for backdoor attacks and defenses.

backdoors101

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

expresso

Clojure library for symbolic computation

ewc.pytorch

An implementation of EWC with PyTorch

intel-qs

High-performance simulator of quantum circuits

modern-srwm

Official repository for the paper "A Modern Self-Referential Weight Matrix That Learns to Modify Itself" (ICML 2022 & NeurIPS 2021 Deep RL Workshop) and "Accelerating Neural Self-Improvement via Bootstrapping" (ICLR 2023 Workshop)

Mathematica-for-physics

Mathematica Packages for Physicists

quisp

Open source implementation of quantum internet simulation package

PySophus

Python bindings for Sophus Lie Algebra C++ Library

fisher-information-matrix

PyTorch implementation of FIM and empirical FIM

LaSDI

Quanlse

qlearnkit

A python library for quantum machine learning and quantum deep learning, built on top of qiskit and pennylane

symbolic-algebra

a numerical computing library for Clojure

Ising-spin-networks

Pretrained-TTN-VQC

An implementation of pretrained TTN-VQC

Quantum-LSTM

A PyTorch-based framework for Quantum Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.