TranslatedBook_3_"Elements of Mathematics" | Iris Book series: from addition, subtraction, multiplication and division to machine learning; now on sale; corrections are still welcome, and readers who submit many corrections will also receive free books!
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TranslatedIntroductory tutorial on recommender systems, online reading address: https://datawhalechina.github.io/fun-rec/
- recommender-system
- tensorflow
- tianchi-competition
- deep-learning
The "Python Machine Learning (2nd edition)" book code repository and info resource
TranslatedStatistical learning methods, Statistical Learning Methods (2nd edition) [Li Hang] [notes, code, notebook, references, Errata, lihang]
- book
- lihang
- statistical-learning-methods
- machine-learning
Book of Elementary Functional Algorithms and Data structures
- algorithms
- haskell
- functional-programming
R for data science: a book
- book
- bookdown
- data-science
- r
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
:books: collection of JavaScript and TypeScript data structures and algorithms for education purposes. Source code bundle of JavaScript algorithms and data structures book
- javascript-algorithms
- algorithm
- data-structures
- typescript
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
- deep-learning
- d2l
- data-science
- pytorch-implmention
Text and supporting code for Think Stats, 2nd Edition
- data-science
- python
- statistics
- textbook
Data Science at the Command Line
Example code from Learning Spark book
Book_2_《可视之美》 | 鸢尾花书：从加减乘除到机器学习，欢迎批评指正
《数据结构》-严蔚敏.吴伟民-教材源码与习题解析
- datastructure
- algorithm
- study-notes
- c
Open source web application to learn JS stack: React, Material-UI, Next.js, Node.js, Express.js, Mongoose, MongoDB database.
- aws-ses
- express-session
- github-api
- material-ui
”数学不难“ 之 《线性代数不难》上下册，66话题完册；欢迎批评指正
A book covering the fundamentals of data visualization
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
- causal-inference
- python
- causality
- data-science
Data Structure and Algorithm notes. 数据结构与算法/leetcode/lintcode题解/
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
Code repository for O'Reilly book
Book_7_《机器学习》 | 鸢尾花书：从加减乘除到机器学习；欢迎批评指正
Spark: The Definitive Guide's Code Repository
HuggingLLM, Hugging Future.