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bert icon bert

TensorFlow code and pre-trained models for BERT

bert-for-sequence-labeling-and-text-classification icon bert-for-sequence-labeling-and-text-classification

This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.

book icon book

Deep Learning 101 with PaddlePaddle (深度学习框架入门教程)

fairseq icon fairseq

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

familia icon familia

A Toolkit for Chinese Topic Modeling

fleet icon fleet

Distributed Training API and Benchmark For PaddlePaddle

gflags icon gflags

The gflags package contains a C++ library that implements commandline flags processing. It includes built-in support for standard types such as string and the ability to define flags in the source file in which they are used. Online documentation available at:

glue-baselines icon glue-baselines

[DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations

gridstudio icon gridstudio

Grid studio is a web-based application for data science with full integration of open source data science frameworks and languages.

hapi icon hapi

hapi is a High-level API that supports both static and dynamic execution modes (still under development)

horovod icon horovod

Distributed training framework for TensorFlow, Keras, and PyTorch.

incubator-brpc icon incubator-brpc

Industrial-grade RPC framework used throughout Baidu, with 1,000,000+ instances and thousands kinds of services, called "baidu-rpc" inside Baidu.

lfai-landscape icon lfai-landscape

🌄Open Source AI Landscape: This interactive landscape similar to that of the CNCF Landscape (https://l.cncf.io/) that sorts through open source AI, ML and DL projects, and shows details including GitHub stars, funding or market cap, first and last commits, contributor count and many more.

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.

models icon 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)

paddle icon 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)

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