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babi-tasks icon babi-tasks

Task generation for testing text understanding and reasoning

bi-att-flow icon bi-att-flow

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 achieve a query-aware context representation without early summarization.

bpemb icon bpemb

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

cmrc2017 icon cmrc2017

The First Evaluation Workshop on Chinese Machine Reading Comprehension (CMRC 2017)

decanlp icon decanlp

The Natural Language Decathlon: A Multitask Challenge for NLP

deepmoji icon deepmoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

espnet icon espnet

End-to-End Speech Processing Toolkit

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

feature-engineering-book icon feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

infersent icon infersent

Sentence embeddings (InferSent) and training code for NLI.

kafkaversionproblem icon kafkaversionproblem

kafka 0.10 can't consum data that is produced by kafka 0.80，so I write some code to solve this problem。

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

mmlspark icon mmlspark

Microsoft Machine Learning for Apache Spark

models icon models

Models and examples built with TensorFlow

openrec icon openrec

OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms

pytorch-openai-transformer-lm icon pytorch-openai-transformer-lm

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

pytorch-transformers icon pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

qanet icon qanet

A Tensorflow implementation of QANet for machine reading comprehension

skorch icon skorch

A scikit-learn compatible neural network library that wraps pytorch

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