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3han

3HAN: A Deep Neural Network for Fake News Detection: https://link.springer.com/chapter/10.1007%2F978-3-319-70096-0_59

adamw-and-sgdw

keras implementation of AdamW from Fixing Weight Decay Regularization in Adam (https://arxiv.org/abs/1711.05101)

attention-is-all-you-need-keras

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

autoencoding_vi_for_topic_models

Tensorflow implementation for prodLDA and NVLDA.

bert

TensorFlow code and pre-trained models for BERT

bidmach

CPU and GPU-accelerated Machine Learning Library

cc-index-table

Index Common Crawl archives in tabular format

dec

deep-belief-network

A Python implementation of Deep Belief Networks built upon NumPy and TensorFlow with scikit-learn compatibility

deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings

deeptextmining

Implementation of Deep Boltzmann Machines for text-mining

doc2vec

dpgan

Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text (EMNLP2018)

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).

ganmm

Mixture of Generative Adversarial Networks for Clustering

gensim

Topic Modelling for Humans

glove-gensim

Converting GloVe vectors into word2vec format for easy usage with Gensim

hdltex

HDLTex: Hierarchical Deep Learning for Text Classification

hedwig

PyTorch deep learning models for document classification

hierarchical-attention-networks

Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.

kate

Code accompanying the paper "KATE: K-Competitive Autoencoder for Text"

leakgan

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

line

TensorFlow implementation of paper "LINE: Large-scale Information Network Embedding" by Jian Tang, et al.

lisa

Linguistically-Informed Self-Attention implemented in TensorFlow

mixed-membership-stochastic-blockmodel

Mixed Membership Stochastic Blockmodel Implementation with 3 Inference Schemes

mmsb

mixed membership stochastic block model

mr.lda

Scalable Topic Modeling using Variational Inference in MapReduce

neural-enhance

Super Resolution for images using deep learning.

notebooks

Notebooks on how to use Distributed Evolutionary Algorithm in Python (DEAP)

phdmf

This is a new deep learning model for recommender system, which we called PHD