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allennlp

An open-source NLP research library, built on PyTorch.

ann-auto-tune

Auto tune SPATG using NNI

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

basic-multi-task-learning

This is a repository for Multi-task learning with toy data in Pytorch and Tensorflow

bert_acronym.py

Very simple program to use BERT-SQuAD to find long forms (LFs) for short forms (SFs)

clue

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

crosswoz

A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset

cs583

datasets

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

deepnet_examples

Some examples of deepnets

dice_loss_for_nlp

The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`

docs

Documentations for PaddlePaddle

fastertransformer

Transformer related optimization, including BERT, GPT

lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

lprnn-awd-lstm-lm

Pytorch 1.0 port of the AWD LSTM Language model with lpRNN option added

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

numpy

The fundamental package for scientific computing with Python.

paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

paddlenlp

NLP Core Library and Model Zoo based on PaddlePaddle 2.0

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

research

novel deep learning research works with PaddlePaddle

sptag

A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.

text

Data loaders and abstractions for text and NLP

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.