singmeasong's repositories
Lottery-Ticket-Hypothesis-in-Pytorch
This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adapted to any model/dataset.
avddpg
Federated reinforcement learning applied to autonomous vehicle platoon control
cifar-10c-100c-dataset
Corruption and Perturbation Robustness (ICLR 2019)
DecryptLogin
APIs for loginning some websites using requests.
Deep-Learning-For-Image-captioning
Deep CNN-LSTM for Generating Image Descriptions
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
eat_pytorch_in_20_days
Pytorch🍊🍉 is delicious, just eat it! 😋😋
EATA
Code for ICML 2022 paper — Efficient Test-Time Model Adaptation without Forgetting
ElegantRL
Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch.
federated
A collection of Google research projects related to Federated Learning and Federated Analytics.
FedRL
Hao Jin, Yang Peng, Wenhao Yang, Shusen Wang and Zhihua Zhang. Federated Reinforcement Learning with Environment Heterogeneity. AISTATS, 2022.
flsim
A simulation framework for Federated Learning written in PyTorch
gomoku-first-move-always-win
Try the always win AI online
Keras_pruning
A walkthrough of how to prune keras models, using both weight-pruning and unit/neuron-pruning.
latex-cookbook
LaTeX论文写作教程 (中文版)
lihang_book_algorithm
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
lottery-ticket-hypothesis
A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.
luckmatters
Understanding Training Dynamics of Deep ReLU Networks
machinevision-toolbox-matlab
Machine Vision Toolbox for MATLAB
Oort
Oort: Efficient Federated Learning via Guided Participant Selection
PFL-MoE
Federated Learning - PyTorch
prompt-fusion-extension
auto1111 webui extension for all sorts of prompt interpolations!
pymdptoolbox
Markov Decision Process (MDP) Toolbox for Python
rl_algorithms
Structural implementation of RL key algorithms
the-twitter-recommedation-algorithm
Source code for Twitter's Recommendation Algorithm
unnas
Code for "Are labels necessary for neural architecture search"
Unsupervised-Multi-source-Domain-Adaptation-Without-Access-to-Source-Data
Unsupervised Multi-source Domain Adaptation Without Access to Source Data (CVPR '21 Oral)