leileileileileileilei's repositories
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Machine-Learning-Study-Path-March-2019
A complete ML study path, focused on TensorFlow and Scikit-Learn
Paper-Reading
Paper reading list in natural language processing, including dialogue system, text summarization, topic modeling, etc.
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用于记录比赛的网站
A-to-Z-Resources-for-Students
Curated list of resources for college students
ai-edu
AI education materials for Chinese students, teachers and IT professionals.
algorithm-visualizer
:fireworks:Interactive Online Platform that Visualizes Algorithms from Code
awesome-interview-questions
:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:
CDCS
Chinese Data Competitions' Solutions
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scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
interpretable-ml-book
Book about interpretable machine learning
jieba
结巴中文分词
LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
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]
lihang-code
《统计学习方法》的代码实现
MachineLearning-1
《机器学习实战》一书源码下载
matplotlib-tutorial
Matplotlib tutorial for beginner
ML-NOTE
:orange_book:慢慢整理所学的机器学习算法，并根据自己所理解的样子叙述出来。(注重数学推导)
nlp-competitions-list-review
复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！
NLP_basis
这是我学习一个NLP教程【2019最新AI 自然语言处理之深度机器学习顶级项目实战课程】做的笔记与代码
Play-with-Machine-Learning-Algorithms
Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。
practicalAI
📚 A practical approach to machine learning.
pwc
Papers with code. Sorted by stars. Updated weekly.
pyecharts
🎨 Python Echarts Plotting Library
Python-1
All Algorithms implemented in Python
Python-100-Days
Python - 100天从新手到大师
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
python_interview_question
关于python的面试题