Iamwuchao

dssm

DSSM and Multi-View DSSM

xDeepFM

Bytedance_ICME_challenge

text_classification

all kinds of text classification models and more with deep learning

Keras-GAN

Keras implementations of Generative Adversarial Networks.

DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

conv_seq2seq

A tensorflow implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)

nlp-beginner

NLP上手教程

DeepRec

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

exercise

exercise for nndl

node2vec

deepwalk

DeepWalk - Deep Learning for Graphs

EffectiveTensorflow

TensorFlow tutorials and best practices.

tf_repos

TensorFlow Script

ranking

Learning to Rank in TensorFlow

bert_language_understanding

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

tensorflow-internals

It is open source ebook about TensorFlow kernel and implementation mechanism.

LINE

LINE: Large-scale information network embedding

magpie

Deep neural network framework for multi-label text classification

seq2seq-couplet

Play couplet with seq2seq model. 用深度学习对对联。

dien

x-deeplearning

An industrial deep learning framework for high-dimension sparse data

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

pkuseg-python

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

transformer

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

clip-as-service

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

nlp_course

YSDA course in Natural Language Processing

faiss

A library for efficient similarity search and clustering of dense vectors.

fastText

Library for fast text representation and classification.

deeplearningbook-chinese

Deep Learning Book Chinese Translation