cfgranda / ps4dsLinks
Probability and Statistics for Data Science: A self-contained introduction to probability and statistics for data science, including a free pdf, 103 Python notebooks using 23 real-world datasets, 118 videos with slides, and solutions to 200 exercises
☆560Updated this week
Alternatives and similar repositories for ps4ds
Users that are interested in ps4ds are comparing it to the libraries listed below
Sorting:
- well-documented demonstration Python Jupyter workflows for many common machine learning workflows☆259Updated last year
- ☆948Updated 3 months ago
- A fully functional and simple Machine Learning library made entirely from scratch with Python.☆440Updated last month
- ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy☆994Updated 2 weeks ago
- Machine Learning Q and AI book☆705Updated last month
- Introduction to PyTorch, covering tensor initialization, operations, indexing, and reshaping.☆787Updated last month
- Notebooks for the third edition of Think Stats☆814Updated 3 months ago
- Code for the book "Mathematical Introduction to Deep Learning: Methods, Implementations, and Theory"☆240Updated 5 months ago
- 2025 精选|全球顶尖高校计算机科学免费公开课合集!MIT、斯坦福等名校核心课全收录,从入门到进阶覆盖算法、AI、操作系统,助力高效提升技能。☆472Updated 3 months ago
- Large Language Model in Action☆343Updated last year
- In-depth review of industry trends in AI, LLMs, Machine Learning, Computer Science, and Quantitative Finance.☆506Updated this week
- 北理 ”编译原理与设计“ 课设,一款使用 Java 开发的简易 C 语言编译器(x86 架构),支持绝大部分 C 语言语法。☆117Updated 11 months ago
- Curated resources for discovering, reading, and working with arXiv papers☆394Updated 8 months ago
- A curated list of awesome AI tools, libraries, papers, datasets, and frameworks that accelerate scientific discovery — from physics and c…☆1,214Updated this week
- 《交互的Python:数据分析入门》☆129Updated 3 years ago
- Notes on Reading about Claude Code Comprehensive Guide☆596Updated 3 months ago
- A collection of my latex notes, showcased as templates.☆174Updated 4 months ago
- How to AI (Almost) Anything Course☆358Updated 5 months ago
- ☆168Updated 2 months ago
- ☆64Updated 3 weeks ago
- 《Claude Code in Action》中文版☆301Updated last month
- ☆802Updated last year
- Official repository of my book "A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face"☆780Updated 4 months ago
- A set of coding style guidelines for Vibe Coding or SWE-Agents that maximize efficiency and improve human readability.☆468Updated 4 months ago
- Website for the textbook Mathematical Methods in Data Science (MMiDS) by Sebastien Roch☆86Updated 3 months ago
- ☆531Updated 7 months ago
- Awesome LLM Books: Curated list of books on Large Language Models☆1,634Updated 3 months ago
- Formal Euclidean Geometry Course, Rutgers Math Corps☆96Updated 6 months ago
- A sleek dataset viewer built entirely by AI Agent. Supports streaming large files from WebDAV, S3, SSH, Local or Hugging Face.☆617Updated this week
- This repository is for all those AI enthusiastics who actually loves to read books and learn.☆316Updated 3 weeks ago