Repository Index

Classical equations and diagrams in machine learning

TranslatedCompanion code for the book 《Pytorch模型训练实用教程》 ("A Practical Tutorial on PyTorch Model Training")

Translated:fire: Becoming the most complete categorized collection of Android open-source projects ever~~~~ (updated long-term, give it a Star)

• android
• library
• app
• rxjava

An interactive TypeScript tutorial for beginners

• crash-course
• tutorial
• typescript
• beginners

TranslatedA knowledge graph for mathematics (primary school to high school), English (grade 3 to high school), and junior high school physics: 1,644 knowledge points, 2,403 prerequisite edges, and 6,723 questions, aligned with the curriculum standards, with an adaptive prerequisite diagnostic.

• chinese
• curriculum
• diagnostic
• edtech

An awesome list of awesome YouTubers that teach about technology. Tutorials about web development, computer science, machine learning, game development, cybersecurity, and more.

• awesome
• awesome-list
• list
• youtubers

22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.

• ai
• prompt-engineering
• tutorials
• llms

Curso "Potencializando Seus Estudos e Carreira com IA: De Chatbots a Agentes"

TranslatedFocus on fundamentals and build a high-quality front-end blog; author of the WeChat official account [前端工匠] (Front-end Craftsman)

• vue
• javascript
• css
• ajax

TranslatedA tutorial on building a JSON library from scratch

TranslatedPython for "Deep Learning": mathematical derivations, principle analysis, and source-code-level implementations for the book "深度学习" (Deep Learning, known as the "Flower Book")

• python
• deep-learning
• machine-learning
• xgboost

🥞Data Structures and Algorithms explained and implemented in JavaScript + eBook

• algorithms
• javascript
• computer-science
• javascript-algorithms

TranslatedTensorFlow 2 Chinese tutorials, continuously updated (current version: tensorflow2.0), tag: tensorflow 2.0 tutorials

Official Matplotlib cheat sheets

• matplotlib
• cheatsheet
• python

this repository accompanies the book "Grokking Deep Learning"

Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.

• algorithms
• deep-learning
• jax
• machine-learning

A handy guide to financial support for open source

• money
• sponsorships
• funding
• content

A Collection of Variational Autoencoders (VAE) in PyTorch.

• pytorch
• pytorch-implementation
• vae
• vae-implementation

My learning notes for ML SYS.

🪐 A curated list of awesome Blender add-ons, extensions, AI/MCP tools, tutorials, and 3D resources.

• blender
• awesome
• awesome-list
• blender-addon

All course materials for the Zero to Mastery Machine Learning and Data Science course.

• machine-learning
• data-science
• deep-learning

The repository host gives no description.

• slam

Collection of notebooks about quantitative finance, with interactive python code.

• quantitative-finance
• jupyter-notebooks
• kalman-filter
• option-pricing

Repo to learn Docker with examples. Contributions are most welcome.