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100-days-of-ml-code

100-Days-Of-ML-Code中文版

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

bere

chinese_medical_nlp

中文医疗NLP领域 数据集，论文 ，知识图谱，语料，工具包

chinese_medical_words

手工整理医疗行业词汇、术语等语料。可用于语音识别、对话系统等各类nlp模型训练。

chinesenlp

Datasets, SOTA results of every fields of Chinese NLP

chip2019_task2_question_pairs_matching

CHIP 2019平安医疗科技疾病问答迁移学习比赛baseline，rank7

coursera_ml_exercise

吴恩达机器学习公开课作业中文版本以及Python实现

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18个章节，50余万字。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

embedkgqa

ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings

eventextraction

事件抽取-目前限定火灾新闻

fastapi-demo

Python3.7 + FastAPI + MySQL + Redis + Tortoise-orm + aerich 这是一个各种教程的集合体，持续踩坑中

gcn-over-pruned-trees

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)

groc

Pytorch implementation of models described in "Grounded compositional outputs for adaptive language modeling", EMNLP 2020.

hexo

A fast, simple & powerful blog framework, powered by Node.js.

instructds_train

EMNLP 2023: Instructive Dialogue Summarization with Query Aggregations (Train & Eval)

joint-bert-kbqa

端到端的基于知识图谱的问答系统，分为实体识别和关系分类两部，在BERT基础上做多任务联合训练。

k-bert

Source code of K-BERT (AAAI2020)

kbqa-ar-smcnn

Question answering over Freebase (single-relation)

kbqa-bert-crf

基于知识图谱的问答系统

knowledge-graph-publications

Top-level Conference Publications on Knowledge Graph

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

nlp-paper

NLP Paper

nn_transform

Trans different platform's network to International Representation(IR)

nni

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

pkuseg-python

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

pretrained-language-model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book