zhaisilong Goto Github PK

learn2learn

A PyTorch Library for Meta-learning Research

learn_git

learn git

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

lightning-transformers

Flexible interface for high-performance research using SOTA Transformers leveraging Pytorch Lightning, Transformers, and Hydra.

maxl

The implementation of "Self-Supervised Generalisation with Meta Auxiliary Learning" [NeurIPS 2019].

moldqn-pytorch

A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".

molsearch

Implementation of MolSearch paper

mz

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

opennmt-py

Open Source Neural Machine Translation in PyTorch

pc-reactor

pepsea

peptimizer

Peptide optimization with Machine Learning

photocat

This is the official implementation repo for PhotoCat

probabilistic-programming-and-bayesian-methods-for-hackers

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 ;)

prottrans

ProtTrans is providing state of the art pretrained language models for proteins. ProtTrans was trained on thousands of GPUs from Summit and hundreds of Google TPUs using Transformers Models.

psmpa_server

psmpa server

pyg

pytorch graph

pytorch-best-practice

A Guidance on PyTorch Coding Style Based on Kaggle Dogs vs. Cats

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-grad-cam

Advanced AI Explainability for computer vision. Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Examples and applications for classification, object detection, segmentation, explaining image similarity and more.

pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

pytorch_active_learning

PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book

pytorchic-bert

Pytorch Implementation of Google BERT

rdchiral

Wrapper for RDKit's RunReactants to improve stereochemistry handling

react-demos

a collection of simple demos of React.js

ringbreaker

Source code and documentation of a specialized computer assisted synthesis planning (CASP) tool used for the deconstruction of ring systems. The code does not support full tree search and is intended as supplementary material to the published paper.

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

seqgan

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

simcse-chinese-pytorch

SimCSE在中文上的复现，有监督+无监督