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xyionwu's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

char-rnn-tensorflow icon char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM) for character-level language models in Python using Tensorflow

d2l-zh icon d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

decanlp icon decanlp

The Natural Language Decathlon: A Multitask Challenge for NLP

deepaa icon deepaa

make ASCII Art by Deep Learning

fairseq icon fairseq

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

flair icon flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

gpt-2 icon gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

horovod icon horovod

Distributed training framework for TensorFlow, Keras, and PyTorch.

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

models icon models

Models and examples built with TensorFlow

ncrfpp icon ncrfpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (ACL 2018 demo paper)

nlpcda icon nlpcda

一键中文数据增强包 ； NLP数据增强、bert数据增强、EDA：pip install nlpcda

pytorch-pretrained-bert icon pytorch-pretrained-bert

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

senteval icon senteval

A python tool for evaluating the quality of sentence embeddings.

seq2seq icon seq2seq

A general-purpose encoder-decoder framework for Tensorflow

socc icon socc

SFU Opinion and Comments Corpus

swem icon swem

The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms"

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