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albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

awesome-chinese-llm

整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

awesome-python3-webapp

小白的Python入门教程实战篇：网站+iOS App源码→ http://t.cn/R2PDyWN 赞助→ http://t.cn/R5bhVpf

awesome_chinese_medical_nlp

中文医学NLP公开资源整理：术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc

bert-as-service

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

bert4keras

keras implement of transformers for humans

bert_in_keras

在Keras下微调Bert的一些例子；some examples of bert in keras

bertsimilarity

Computing similarity of two sentences with google's BERT algorithm

bi-model-intent-and-slot

Intent Detection and Slot Filling

china_city_dataset

**城市数据集

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

chineseglue

Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard

cs224u

Code for Stanford CS224u

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

eda_nlp_for_chinese

An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。

elasticsearch-definitive-guide

欢迎加QQ群：109764489，贡献力量！

entity-relation-extraction

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

ernie

An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

focal-loss-implement-on-tensorflow

The implementation of focal loss proposed on "Focal Loss for Dense Object Detection" by KM He and support for multi-label dataset.

hadoop

hands-on-machine-learning

A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南

jointslu

llmsurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".

medical_ds

mlresources

Repository for Machine Learning resources, frameworks, and projects. Managed by the DLSU Machine Learning Group.

ncrfpp

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

nlp

兜哥出品 <一本开源的NLP入门书籍>