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amusi-cvpr2023-papers-with-code

CVPR 2023 论文和开源项目合集

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, ... 🧠

ant-research-pyraformer

audioset_tagging_cnn

audiosetdl

Scripts for download AudioSet

ced

Source code for Consistent ensemble distillation for audio tagging

cheerss-crossformer

The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI

conceptofmind-crossformer-flax

conceptofmind / Crossformer-flax

crisscross

Official project page of CrissCross - AAAI 2023 (Oral)

dall-e

PyTorch package for the discrete VAE used for DALL·E. --Taming Transformers for High-Resolution Image Synthesis

daosword-time-series-forecasting-and-deep-learning

Resources about time series forecasting and deep learning.

datawhalechina-leedl-tutorial

《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

edge-detect

Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".

facebookresearch-xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报

google-research-bert

TensorFlow code and pre-trained models for BERT

google-research-vision_transformer

graykode-nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

harvardnlp-annotated-transformer

An annotated implementation of the Transformer paper.

huggingface-course

The Hugging Face course on Transformers

huggingface-transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

it_book

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）

karpathy-makemore

An autoregressive character-level language model for making more things

karpathy-mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

karpathy-nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

kyubyong-transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

maziqing-fedformer

microsoft-swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

muffnn

Multilayer Feed-Forward Neural Network predictive model implementations with TensorFlow and scikit-learn

musiclm-pytorch

Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch