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1806

18.06 course at MIT

adabound

An optimizer that trains as fast as Adam and as good as SGD.

ailab

Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

ailab-1

albert_pytorch

A Lite Bert For Self-Supervised Learning Language Representations

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

attention

some attention implements

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-chinese-nlp

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

awesome-knowledge-graph

A collection of knowledge graph papers and reading notes.

awesome-ml-book-chinese

awesomenlp

【NLP菜鸟逆袭】分享 自然语言处理（文本分类、信息抽取、知识图谱、机器翻译、问答系统、文本生成、Text-to-SQL、文本纠错、文本挖掘、知识蒸馏、模型加速、OCR、TTS、Prompt、embedding等）等 实战与经验。

baichuan-7b

A large-scale 7B pretraining language model developed by BaiChuan-Inc.

bayesianrecurrentnn

Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using pretrained BERT model

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning

bert-chainer

Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"

bert-chinese-text-classification-pytorch

使用Bert，ERNIE，进行中文文本分类

bert-keras

Keras implementation of BERT with pre-trained weights

bert-pytorch

Google AI 2018 BERT pytorch implementation

bert4keras

keras implement of transformers for humans

bert_language_understanding

Pre-training of Deep Bidirectional Transformers for Language Understanding

bert_textmatching

利用预训练的中文模型实现基于bert的语义匹配模型 数据集为LCQMC官方数据

book

books

Books

build-kg-from-scratch

byteps

A high performance and general PS framework for distributed training

c3d-tensorflow

C3D is a modified version of BVLC tensorflow to support 3D ConvNets.