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The Top 1,742 Python Transformer Open Source Projects

Transformers ⭐ 63,859
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 831total releases 81most recent commit 17 hours agopypi transformers} Downloads
Pytorch Image Models ⭐ 18,673
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
dependent packages 93total releases 27most recent commit 4 days agopypi timm} Downloads
Awesome Pytorch List ⭐ 12,977
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit a month ago
Tensor2tensor ⭐ 12,180
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
dependent packages 11total releases 79most recent commit a month agopypi tensor2tensor} Downloads
Best Of Ml Python ⭐ 10,260
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 2 days ago
Vit Pytorch ⭐ 9,831
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
dependent packages 3total releases 137most recent commit 25 days agopypi vit-pytorch} Downloads
Detr ⭐ 8,507
End-to-End Object Detection with Transformers
most recent commit 3 months ago
Cvpr2022 Papers With Code ⭐ 8,473
CVPR 2022 论文和开源项目合集
most recent commit 4 days ago
Sentence Transformers ⭐ 7,668
Multilingual Sentence & Image Embeddings with BERT
dependent packages 113total releases 41most recent commit 16 days agopypi sentence-transformers} Downloads
Trax ⭐ 6,911
Trax — Deep Learning with Clear Code and Speed
total releases 24most recent commit 12 days ago
Gpt Neo ⭐ 6,160
An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.
most recent commit 3 months ago
Nlp Recipes ⭐ 5,653
Natural Language Processing Best Practices & Examples
most recent commit 9 months ago
Espnet ⭐ 5,090
End-to-End Speech Processing Toolkit
dependent packages 1total releases 25most recent commit 16 hours agopypi espnet} Downloads
Paddleseg ⭐ 4,821
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.
dependent packages 2total releases 7most recent commit 4 days agopypi paddleseg} Downloads
Gpt2 Chinese ⭐ 4,794
Chinese version of GPT2 training code, using BERT tokenizer.
most recent commit 2 months ago
Haystack ⭐ 4,708
🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.
dependent packages 2total releases 20most recent commit a day agopypi farm-haystack} Downloads
Jukebox ⭐ 4,560
Code for the paper "Jukebox: A Generative Model for Music"
most recent commit 9 months ago
Bert4keras ⭐ 4,393
keras implement of transformers for humans
dependent packages 10total releases 71most recent commit 18 days agopypi bert4keras} Downloads
Dalle Pytorch ⭐ 4,294
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
total releases 170most recent commit 13 days ago
Paddlenlp ⭐ 4,261
Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.
dependent packages 13total releases 64most recent commit 2 days agopypi paddlenlp} Downloads
Essaykiller_v2 ⭐ 4,226
基于开源GPT2.0的初代创作型人工智能 | 可扩展、可进化
most recent commit 5 months ago
Bert Pytorch ⭐ 4,189
Google AI 2018 BERT pytorch implementation
total releases 5most recent commit a year ago
Text To Text Transfer Transformer ⭐ 4,153
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
dependent packages 2total releases 28most recent commit 17 days agopypi t5} Downloads
Deep Daze ⭐ 4,104
Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun
total releases 64most recent commit 2 months ago
Speechbrain ⭐ 4,082
A PyTorch-based Speech Toolkit
most recent commit 13 hours ago
Mmsegmentation ⭐ 3,779
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
dependent packages 2total releases 26most recent commit 14 hours agopypi mmsegmentation} Downloads
Bertviz ⭐ 3,753
BertViz: Visualize Attention in Transformer Models (BERT, GPT2, BART, etc.)
total releases 5most recent commit 2 months ago
Nlp_ability ⭐ 3,420
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提
most recent commit 3 months ago
Transformer Xl ⭐ 3,059
most recent commit 5 months ago
Simpletransformers ⭐ 3,038
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
dependent packages 13total releases 277most recent commit 2 months agopypi simpletransformers} Downloads
Nlp Architect ⭐ 2,806
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
total releases 10most recent commit 3 months ago
Clue ⭐ 2,671
中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
most recent commit 18 days ago
Sklearn Pandas ⭐ 2,566
Pandas integration with sklearn
dependent packages 39total releases 27most recent commit 3 months agopypi sklearn-pandas} Downloads
Bertopic ⭐ 2,336
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
dependent packages 4total releases 28most recent commit 22 days agopypi bertopic} Downloads
Informer2020 ⭐ 2,274
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
most recent commit 2 months ago
Txtai ⭐ 2,162
💡 Build AI-powered semantic search applications
dependent packages 3total releases 24most recent commit 11 hours agopypi txtai} Downloads
Hrnet Semantic Segmentation ⭐ 2,143
The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
most recent commit 10 months ago
Gpt Neox ⭐ 2,138
An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
most recent commit 7 days ago
Tsai ⭐ 2,044
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
dependent packages 1total releases 41most recent commit 2 days agopypi tsai} Downloads
Cv Backbones ⭐ 1,956
CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.
most recent commit 2 months ago
Fast Bert ⭐ 1,724
Super easy library for BERT based NLP models
total releases 53most recent commit 2 months ago
Gpt2 Chitchat ⭐ 1,674
GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想)
most recent commit 3 months ago
Reformer Pytorch ⭐ 1,623
Reformer, the efficient Transformer, in Pytorch
total releases 139most recent commit 7 months ago
X Transformers ⭐ 1,589
A simple but complete full-attention transformer with a set of promising experimental features from various papers
dependent packages 6total releases 155most recent commit 10 days agopypi x-transformers} Downloads
Ctrl ⭐ 1,583
Conditional Transformer Language Model for Controllable Generation
most recent commit 8 months ago
Openprompt ⭐ 1,496
An Open-Source Framework for Prompt-Learning.
total releases 4most recent commit a day ago
Finetune Transformer Lm ⭐ 1,483
Code and model for the paper "Improving Language Understanding by Generative Pre-Training"
most recent commit 3 years ago
Swinir ⭐ 1,483
SwinIR: Image Restoration Using Swin Transformer (official repository)
most recent commit a month ago
Dialogpt ⭐ 1,430
Large-scale pretraining for dialogue
most recent commit 7 months ago
Latex Ocr ⭐ 1,417
pix2tex: Using a ViT to convert images of equations into LaTeX code.
total releases 25most recent commit 4 days ago
Jiant ⭐ 1,389
jiant is an nlp toolkit
total releases 6most recent commit 2 months ago
Transgan ⭐ 1,382
[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang
most recent commit 15 days ago
Mleap ⭐ 1,379
MLeap: Deploy ML Pipelines to Production
dependent packages 12total releases 26most recent commit 25 days ago
Nlp Journey ⭐ 1,328
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
total releases 3most recent commit a year ago
Deformable Detr ⭐ 1,319
Deformable DETR: Deformable Transformers for End-to-End Object Detection.
most recent commit 5 months ago
Neuralnlp Neuralclassifier ⭐ 1,308
An Open-source Neural Hierarchical Multi-label Text Classification Toolkit
most recent commit 2 months ago
Keras Textclassification ⭐ 1,270
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
total releases 9most recent commit 2 months ago
Hopfield Layers ⭐ 1,258
Hopfield Networks is All You Need
most recent commit 4 months ago
Argos Translate ⭐ 1,189
Open-source offline translation library written in Python
dependent packages 10total releases 20most recent commit 2 days agopypi argostranslate} Downloads
Pytorch Openai Transformer Lm ⭐ 1,182
🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
most recent commit 3 years ago
Gansformer ⭐ 1,176
Generative Adversarial Transformers
most recent commit a day ago
Ru Dalle ⭐ 1,147
Generate images from texts. In Russian
most recent commit a month ago
Longformer ⭐ 1,119
Longformer: The Long-Document Transformer
most recent commit a year ago
Spacy Transformers ⭐ 1,106
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
total releases 3most recent commit 24 days ago
Sockeye ⭐ 1,065
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
total releases 80most recent commit 23 days ago
Yolov5 Lite ⭐ 1,045
🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~
most recent commit 4 days ago
Pvt ⭐ 1,033
most recent commit 3 months ago
Flow Forecast ⭐ 1,004
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
most recent commit 4 days ago
Sparse_attention ⭐ 1,002
Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"
most recent commit 2 years ago
Scenic ⭐ 985
Scenic: A Jax Library for Computer Vision Research and Beyond
most recent commit 2 days ago
Bertsum ⭐ 985
Code for paper Fine-tune BERT for Extractive Summarization
most recent commit a year ago
Yolov7 ⭐ 982
🔥🔥🔥🔥 YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
most recent commit 2 days ago
Fast Transformers ⭐ 930
Pytorch library for fast transformer implementations
dependent packages 2total releases 8most recent commit 10 months agopypi pytorch-fast-transformers} Downloads
Graphormer ⭐ 925
Graphormer is a deep learning package that allows researchers and developers to train custom models for molecule modeling tasks. It aims to accelerate the research and application in AI for molecule science, such as material design, drug discovery, etc.
most recent commit a month ago
This Word Does Not Exist ⭐ 910
This Word Does Not Exist
most recent commit 5 months ago
Bert_language_understanding ⭐ 886
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
most recent commit 3 years ago
Paddlevit ⭐ 872
🤖 PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+
most recent commit 3 days ago
Contextualized Topic Models ⭐ 869
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
dependent packages 2total releases 26most recent commit 5 days agopypi contextualized-topic-models} Downloads
Transformertts ⭐ 833
🤖💬 Transformer TTS: Implementation of a non-autoregressive Transformer based neural network for text to speech.
most recent commit 4 months ago
Adapter Transformers ⭐ 824
Huggingface Transformers + Adapters = ❤️
dependent packages 5total releases 15most recent commit 4 days agopypi adapter-transformers} Downloads
Flat Lattice Transformer ⭐ 806
code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer
most recent commit 19 days ago
Bert Keras ⭐ 802
Keras implementation of BERT with pre-trained weights
most recent commit 3 years ago
Scikit Lego ⭐ 801
Extra blocks for scikit-learn pipelines.
total releases 17most recent commit a month ago
Performer Pytorch ⭐ 777
An implementation of Performer, a linear attention-based transformer, in Pytorch
dependent packages 4total releases 77most recent commit 4 months agopypi performer-pytorch} Downloads
Cogview ⭐ 776
Text-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".
most recent commit 2 months ago
Setr ⭐ 775
[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
most recent commit 2 months ago
Nematus ⭐ 755
Open-Source Neural Machine Translation in Tensorflow
most recent commit 8 months ago
Athena ⭐ 742
an open-source implementation of sequence-to-sequence based speech processing engine
most recent commit 2 months ago
Graph2vec ⭐ 739
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
most recent commit 3 months ago
Esm ⭐ 738
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
dependent packages 5total releases 7most recent commit a day agopypi fair-esm} Downloads
Awesome Fast Attention ⭐ 717
list of efficient attention modules
most recent commit 9 months ago
Codebert ⭐ 706
CodeBERT
most recent commit 6 days ago
Segformer ⭐ 683
Official PyTorch implementation of SegFormer
most recent commit 6 months ago
Rasa_chatbot_cn ⭐ 677
building a chinese dialogue system based on the newest version of rasa(基于最新版本rasa搭建的对话系统)
most recent commit a year ago
Bert For Tf2 ⭐ 665
A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.
dependent packages 10total releases 54most recent commit a year agopypi bert-for-tf2} Downloads
Spatial Transformer Network ⭐ 661
A Tensorflow implementation of Spatial Transformer Networks.
total releases 3most recent commit 4 years ago
Fastformers ⭐ 643
FastFormers - highly efficient transformer models for NLU
most recent commit 10 days ago
Attention Is All You Need Keras ⭐ 641
A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need
most recent commit 8 months ago
Fastspeech ⭐ 626
The Implementation of FastSpeech based on pytorch.
most recent commit a year ago
Ttsr ⭐ 624
[CVPR'20] TTSR: Learning Texture Transformer Network for Image Super-Resolution
most recent commit 2 months ago
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