yangyutu / EssentialMath
☆819Updated 3 years ago
Alternatives and similar repositories for EssentialMath
Users that are interested in EssentialMath are comparing it to the libraries listed below
Sorting:
- Statistical Learning Theory (CS229T) Lecture Notes☆716Updated 5 years ago
- The basic distribution probability Tutorial for Deep Learning Researchers☆1,631Updated 4 years ago
- 《机器学习理论导引》(宝箱书)的证明、案例、概念补充与参考文献讲解。☆1,620Updated last month
- 《深度学习》花书手推笔记☆499Updated 4 years ago
- Implement Statistical Learning Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现☆1,174Updated 2 years ago
- ☆619Updated 5 years ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,533Updated 7 months ago
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,560Updated 2 weeks ago
- Interactive Linear Algebra, free online textbook at Georgia Tech☆923Updated 2 years ago
- 周志华《机器学习》手推笔记☆3,671Updated 4 years ago
- ☆153Updated 4 years ago
- A Chinese Notes of MLAPP,MLAPP 中文笔记项目 https://zhuanlan.zhihu.com/python-kivy☆364Updated 4 years ago
- A feature engineering kit for each issue, to give you a deeper and deeper understanding of the work of feature engineering!☆673Updated 4 years ago
- PyTorch tutorials and best practices.☆1,680Updated last month
- A curated list of Machine Learning and Deep Learning tutorials in Jupyter Notebook format ready to run in Google Colaboratory☆305Updated 5 years ago
- 机器学习过程中所看的书,视频和源码☆851Updated 2 years ago
- Algorithms for Convex Optimization Book☆40Updated 2 years ago
- Notes and summaries of various ML, Computer Vision & NLP papers.☆560Updated 3 years ago
- 《统计学习方法》的代码实现☆86Updated 6 years ago
- ☆513Updated 4 years ago
- lecture notes of "Matrix Methods in Data Analysis, Signal Processing, and Machine Learning"☆149Updated 5 years ago
- This is a note on matrix derivatives and described my own experience in detail. Hope you'll like it.☆557Updated 6 years ago
- A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python…☆1,550Updated 2 years ago
- This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.☆2,416Updated 7 months ago
- Super-Machine-Learning-Revision-Notes☆75Updated 5 years ago
- some tircks for PyTorch☆577Updated 5 years ago
- This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.☆4,298Updated 9 months ago
- interpretable-ml-book中文翻译☆138Updated 4 years ago
- Awesome-pytorch-list 翻译工作进行中......☆1,770Updated 3 years ago
- 统计学习方法训练营课程作业及答案,视频笔记在线阅读地址:https://relph1119.github.io/statistical-learning-method-camp☆196Updated 2 years ago