理论与学习

学习资源、算法与计算机科学

共 146 个源码项目

30-seconds-of-code

Coding articles to level up your development skills

127,52412,475JavaScriptCC-BY-4.0

ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

85,35920,617Jupyter NotebookMIT

Apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

67,4767,659AssemblyNOASSERTION

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

66,3496,685PythonMIT

Data-Science-For-Beginners

10 Weeks, 20 Lessons, Data Science for All!

34,8857,102Jupyter NotebookMIT

MS-DOS

The original sources of MS-DOS 1.25, 2.0, and 4.0 for reference purposes

31,7934,560AssemblyMIT

swift-algorithm-club

Algorithms and data structures in Swift, with explanations!

29,1134,971SwiftMIT

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

29,0168,030PythonNOASSERTION

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

28,7783,840MIT

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

28,7476,184CC-BY-SA-4.0

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

28,6835,036PythonNOASSERTION