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open-webui

User-friendly WebUI for LLMs (Formerly Ollama WebUI)

sembr

⚡️ A semantic line breaker that truly breaks lines semantically. Powered by Transformers.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

ChatPaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

llama_index

LlamaIndex is a data framework for your LLM applications

nvitop

An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.

Deep-learning-Uncertainty-papers

Uncertainty in Deep Learning Papers

Awesome-LongTailed-Learning

A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).

NIID-Bench

Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

Awesome-Federated-Machine-Learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

Fed-RoD

On Bridging Generic and Personalized Federated Learning for Image Classification

torchmb

Model batching for PyTorch. With the help of torch.fx and einops.

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

PyHessian

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

dgSPARSE-Lib

PyTorch-Based Fast and Efficient Processing for Various Machine Learning Applications with Diverse Sparsity

iftopt

An Implicit Function Theorem (IFT) optimizer for bi-level optimizations

hypertorch

esjacobians

Implementations of the algorithms described in the paper: On the Convergence Theory for Hessian-Free Bilevel Algorithms.

flearn

Federated Learning Framework

OpenInTerminal

✨ Finder Toolbar app for macOS to open the current directory in Terminal, iTerm, Hyper or Alacritty.

flower

Flower: A Friendly Federated Learning Framework

PomodoroLogger

Pomodoro Logger :clock930: -- When a time tracker meets Pomodoro and Kanban board

Applescript

Home-made script for automating your life :)

coc.nvim

Nodejs extension host for vim & neovim, load extensions like VSCode and host language servers.

coc-snippets

Snippets solution for coc.nvim

meta-learning

typora-templates

My typora template

ctags

A maintained ctags implementation

gitignore

A collection of useful .gitignore templates