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alpaca-lora

Instruct-tune LLaMA on consumer hardware

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, ... 🧠

attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-meta-learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

controlnet

Let us control diffusion models!

convnext

Code release for ConvNeXt model

cpp-primer-plus-6th

《C++ Primer Plus 第6版（中文版）》原书代码、习题答案和个人笔记，仅供学习和交流。

cv_paperdaily

CV 论文笔记

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

deepritzmethod

Group project for Deep Learning: Algorithms and Applications in Peking University 2018 Spring. This is a brief survey, discussion and implementation for deep Ritz method.

dfucyolov4

drl

Deep Reinforcement Learning

earth-forecasting-transformer

Official implementation of Earthformer

fewshotpapers

This repository contains few-shot learning (FSL) papers mentioned in our FSL survey.

figs

figs

langchain-chatchat

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain

learning-python-physics-informed-machine-learning-pinns-deeponets

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

llmzoo

nystromformer

pandarallel

A simple and efficient tool to parallelize Pandas operations on all available CPUs

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

tensorflow-tutorial

Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.

transformer-ls

Official implementation of Long-Short Transformer in PyTorch.

vit-pytorch

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

zero-shot-gcn

Zero-Shot Learning with GCN (CVPR 2018)