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a-nice-mc

Code for "A-NICE-MC: Adversarial Training for MCMC"

algimpl

Algorithms described on http://myencyclopedia.top/blog

autokeras

This is an automated machine learning (AutoML) package.

automatickeyphraseextraction

Data for Automatic Keyphrase Extraction Task

awesome-text-summarization

A curated list of resources dedicated to text summarization

bottom-up-summary

classifying-text

Classifying text with bag-of-words

comet-content

Content for Comet Blog

corenlp

Stanford CoreNLP: A Java suite of core NLP tools.

diff-match-patch

Diff Match Patch is a high-performance library in multiple languages that manipulates plain text.

generating-reviews-discovering-sentiment

Code for "Learning to Generate Reviews and Discovering Sentiment"

ipython-notebooks

Informal IPython experiments and tutorials. TensorFlow, machine learning/deep learning/RL, NLP applications.

keras

Deep Learning for humans

keras-transformer

Keras library for building (Universal) Transformers, facilitating BERT and GPT models

metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

mimicwmd

Mimic WMD using a Neural Network

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.

natural-language-summary-generation-from-structured-data

Implementation of the paper -> https://arxiv.org/abs/1709.00155. For converting information present in the form of structured data into natural language text

neuralcoref

✨State-of-the-art coreference resolution based on neural nets and spaCy

neuralsum

nre

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

ntm

TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)

opennre

Neural Relation Extraction implemented in TensorFlow

refresh

Ranking Sentences for Extractive Summarization with Reinforcement Learning

representationlearning

Code base for representation learning of very short texts, such as tweets. By Cedric De Boom, IBCN, Ghent University, Belgium.

snowball

Snowball: Extracting Relations from Large Plain-Text Collections

stockperformanceclassification

Keras 1D CNN on Azure ML Workbench to classify 4 week stock performance based on text in public earnings statements

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-efe

A collection of Tensorflow implementations of embeddings for entities.