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cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

cnn_sentence

CNNs for sentence classification

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

graphsage

Representation learning on large graphs using stochastic graph convolutions.

hyprec

Recommender system for research papers recommendation

intelligent-interrogation

Use Word2vec model and LDA model for drug recommendation

interview-notebook

:books: 技术面试需要掌握的基础知识整理，欢迎编辑~

leveldb

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

multi-class-text-classification-cnn

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

multi-class-text-classification-cnn-rnn

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

nsc

Neural Sentiment Classification

pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

rnn_text_classify

Text classification using LSTM

sa_cleaners

cleaners modules for the sentiment analysis preprocessing on Twitter data in Python

sarcasm-detection

Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning approaches.

sentiment-analysis-with-convolutional-networks

Convolutional Neural Network model for Sentiment Analysis of IMDB movie reviews

sentiment_analysis

使用深度学习方法对IMDB电影评价做情感分析，使用的方法分别为：MLP、BiRNN、BiGRU+Attention Model

shuangshuangwen.github.io

spark

Apache Spark

svm_smo

the basic implement of SMO

tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

tf-text-classification

CNN and RNN with Attention for Text Classification in Tensorflow

topics_over_time

Topics over Time implementation

twitter-sentiment-analyzer

Twitter Sentiment Analyzer

twitter-sentiment-cnn

An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow