通过 MXNet / Gluon 来动手学习深度学习

Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow

CNN and RNN with Attention for Chinese Text Classification in Tensorflow

😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

nlp project

Code for the paper: Sentence-State LSTM for Text Representation

PyTorch Sentence Classifier (CNN RNN)

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to …

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

some attention implements

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v…

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Tensorflow implementation of attention mechanism for text classification tasks.

In pytorch Learing Neural Networks likes CNN、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM

Build your neural network easy and fast

Convolutional Neural Network for Text Classification in Tensorflow

PyTorch Tutorial for Deep Learning Researchers

Multi-language Char RNN in TensorFlow.

Using cifar-10 datasets to learn deep learning.

Computation using data flow graphs for scalable machine learning

The classical papers and codes about generative adversarial nets

基于CNN的中文文本分类算法（可应用于垃圾邮件过滤、情感分析等场景）

A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

pytorch tutorial for beginners

一个获取知乎用户主页信息的多线程Python爬虫程序。

cs231n assignments

Simple tutorials using Google's TensorFlow Framework

一个简单的分布式知乎爬虫 && 数据分析