skyundead

awesome-deep-learning-papers

The most cited deep learning papers

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

deeplearningbook-chinese

Deep Learning Book Chinese Translation

ekphrasis

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting hashtags) and spell correction, using word statistics from 2 big corpora (english Wikipedia, twitter - 330mil english tweets).

BERT-keyphrase-extraction

Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10

pke

Python Keyphrase Extraction module

BERT-Keyword-Extractor

Deep Keyphrase Extraction using BERT

TFE

This is the work accomplished on the databases for the Master Thesis "Improving Image Captioning with Dense Annotation"

SSD-Pytorch

SSD目标检测算法(Single Shot MultiBox Detector)(简单,明了,易用,全中文注释,单机多卡训练,视频检测)( If you train the model on a single computer and mutil GPU, this program will be your best choice , easier to use and easier to understand )

ResNet_SSD_Pytorch

DSSD

Pytorch implementation of DSSD (Deconvolutional Single Shot Detector)

SSD

High quality, fast, modular reference implementation of SSD in PyTorch

SSD_resnet_pytorch

bert

TensorFlow code and pre-trained models for BERT

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

awesome-bert

bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目

transformers

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

clip-as-service

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

fairseq-image-captioning

Transformer-based image captioning extension for pytorch/fairseq

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

image_captioning

Tensorflow implementation of "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention"

vision

Datasets, Transforms and Models specific to Computer Vision

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

Deep-Tutorials-for-PyTorch

In-depth tutorials for implementing deep learning models on your own with PyTorch.

a-PyTorch-Tutorial-to-Object-Detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

pytorch1.0-cn

PyTorch 1.0 官方文档 中文版，欢迎关注微信公众号：磐创AI

Awesome-PyTorch-Chinese

【干货】史上最全的PyTorch学习资源汇总

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers