Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assis…
☆2,553Sep 5, 2024Updated last year
Alternatives and similar repositories for Linear-Algebra-With-Python
Users that are interested in Linear-Algebra-With-Python are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A quick introduction to all most important concepts of Probability Theory, only freshman level of mathematics needed as prerequisite.☆54Jan 15, 2022Updated 4 years ago
- Introduction to statistics featuring Python. This series of lecture notes aim to walk you through all basic concepts of statistics, such …☆130Jun 9, 2024Updated last year
- A series of lessons on time series analysis with Python☆78Jul 13, 2024Updated last year
- An Essential Graphic Primer of Matplotlib☆31Nov 9, 2021Updated 4 years ago
- These are notes for macroeconomic analysis, summarised in past years for macro trading/analysis.☆31Jun 5, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Bayesian Statistics-Econometrics☆90Jun 9, 2024Updated last year
- MLNLP: Notes for MIT-Linear-Algebra☆3,673Jul 31, 2023Updated 2 years ago
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,844Apr 16, 2024Updated 2 years ago
- This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.☆2,490Sep 23, 2024Updated last year
- Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques o…☆491Jun 9, 2024Updated last year
- Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"☆21,481Jun 30, 2025Updated 10 months ago
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,063Feb 26, 2026Updated 2 months ago
- 线性代数笔记☆4,152Sep 17, 2023Updated 2 years ago
- A course on Linear Algebra using Python in Jupyter notebooks☆51Jul 19, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Companion webpage to the book "Mathematics For Machine Learning"☆15,450Mar 13, 2025Updated last year
- "Probabilistic Machine Learning" - a book series by Kevin Murphy☆5,559Dec 10, 2025Updated 4 months ago
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,455Apr 30, 2026Updated last week
- Machine learning, in numpy☆16,344Oct 29, 2023Updated 2 years ago
- PRML algorithms implemented in Python☆11,718Apr 5, 2025Updated last year
- An open access book on scientific visualization using python and matplotlib☆11,248Jan 4, 2026Updated 4 months ago
- All Algorithms implemented in Python☆220,824Updated this week
- 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained☆24,515Nov 23, 2025Updated 5 months 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☆1,181Jun 4, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This repository is a compilation of free resources for learning Data Science.☆5,153Feb 1, 2026Updated 3 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,794Jul 18, 2024Updated last year
- Awesome free machine learning and AI courses with video lectures.☆3,076Dec 12, 2024Updated last year
- 《统计学习方法》的代码实现☆19,581Aug 22, 2023Updated 2 years ago
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.☆29,938Mar 19, 2026Updated last month
- Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science☆4,698Nov 20, 2024Updated last year
- A collection of various deep learning architectures, models, and tips☆17,490Feb 8, 2024Updated 2 years ago
- A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and cod…☆2,243Jan 28, 2022Updated 4 years ago
- 手写实现李航《统计学习方法》书中全部算法☆11,616Nov 25, 2025Updated 5 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Jupyter notebooks for the code samples of the book "Deep Learning with Python"☆20,048Sep 18, 2025Updated 7 months ago
- Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. …☆31,421Oct 15, 2023Updated 2 years ago
- Comprehensive Python Cheatsheet☆38,388Updated this week
- Interactive Linear Algebra, free online textbook at Georgia Tech☆944Jun 13, 2022Updated 3 years ago
- 南瓜书:《机器学习》(西瓜书)公式详解☆25,797Apr 22, 2026Updated 2 weeks ago
- NYU Deep Learning Spring 2020☆6,805Jun 16, 2025Updated 10 months ago
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆28,749Aug 18, 2024Updated last year