Repository Index

TranslatedStores design ideas and algorithms for JAVA development: "Jianzhi Offer (Coding Interviews)", "Programming Pearls", "Understanding the Java Virtual Machine: Advanced JVM Features and Best Practices", "Refactoring: Improving the Design of Existing Code (Chinese edition)", "clean_code (complete Chinese edition)", "Thinking in Java (4th edition)", "Core Java Volume I (8th edition)", "Quartz_Job+Scheduling_Framework"; some large files that cannot be uploaded are in the README

• books
• clean-code
• concurrency
• design-patterns

🎓 Sharing machine learning course / lecture notes.

• machine-learning
• deep-learning
• ai
• natural-language-processing

Cool links & research papers related to Machine Learning applied to source code (MLonCode)

• awesome-list
• awesome
• machine-learning
• machine-learning-on-source-code

2027 AI/ML internship & new graduate job list updated daily

• ai
• applications
• artificial-intelligence
• college

Learn javascript in one picture.

A course in reinforcement learning in the wild

• reinforcement-learning
• course-materials
• deep-learning
• deep-reinforcement-learning

A curated list of Artificial Intelligence Top Tools

• ai
• ai-tools
• machine-learning
• ml

Awesome paper list with code about generative adversarial nets

• adversarial-networks
• gan
• image-translation
• deep-learning

🏅 Collection of Kaggle Solutions and Ideas 🏅

• kaggle
• competition
• solutions
• data-science

🧮 A collection of resources to learn mathematics for machine learning

• ai
• deep-learning
• machine-learning
• mathematics

RSTutorials: A Curated List of Must-read Papers on Recommender System.

• read-papers
• recommender-system
• social-recommendation
• survey

Notes on books I read, talks I watch, articles I study, and papers I love

• book-notes

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

• computer-vision
• deep-learning
• deep-neural-networks
• machine-learning

Learn Python 3 Sample Code

• python
• python3

A curated list of awesome self-supervised methods

• machine-learning
• computer-vision
• self-supervised
• reinforcement-learning

This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc

• chatgpt
• chatgpt-api
• few-shot-learning
• gpt

A list of popular github projects related to deep learning

• deep-learning
• machine-learning
• tensorflow
• pytorch

A curated list of project tutorials for project-based learning.

• project-based-learning
• web-development
• game-development
• mobile-development

TranslatedTensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0 version introductory example code and hands-on tutorials.

• tensorflow
• tensorflow-examples
• tensorflow-tutorials
• tensorflow-2

A curated list of data science blogs

• data-science
• machine-learning

TensorFlow documentation

• tensorflow
• tensorflow-tutorials
• tensorflow-examples
• documentation

TranslatedStatistical learning methods, Statistical Learning Methods (2nd edition) [Li Hang] [notes, code, notebook, references, Errata, lihang]

• book
• lihang
• statistical-learning-methods
• machine-learning

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

• machine
• learning
• data
• science

Code for Tensorflow Machine Learning Cookbook

• tensorflow
• tensorflow-cookbook
• linear-regression
• neural-network