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funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLP太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包。

gcforest

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

gnnpapers

Must-read papers on graph neural networks (GNN)

hello

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

interpret

Fit interpretable machine learning models. Explain blackbox machine learning.

interpretable_machine_learning_with_python

Practical techniques for training interpretable ML models, explaining ML models, and debugging ML models.

interview

Interview = 简历指南 + LeetCode + Kaggle

interviewfaq

面试常见问题总结

lattice

coop

lectures

Oxford Deep NLP 2017 course

lihang-code

《统计学习方法》的代码实现

loss-landscape

Code for visualizing the loss landscape of neural nets

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1000+页)和视频链接

matchzoo-py

Facilitating the design, comparison and sharing of deep text matching models.

melu

menge

The source code for the Menge crowd simulation framework

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

movie_recommender

MovieLens based recommender system.使用MovieLens数据集训练的电影推荐系统。

netron

Visualizer for neural network, deep learning and machine learning models

neural-collaborative-filtering

pytorch version of neural collaborative filtering

neural_collaborative_filtering

Neural Collaborative Filtering

neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

nlp

兜哥出品 <一本开源的NLP入门书籍>

nlp_course

YSDA course in Natural Language Processing

principle-of-web-search

北京邮电大学“网络搜索原理”课程资料(2019)

pyecharts

🎨 Python Echarts Plotting Library

pymlslides

Slides for my machine learning course based on Sebastian Raschka's Python Machine Learning book

pyspark-learning

Learn Spark using Python, Video - >

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource