ML/DL Technical Writer & Educator | Microsoft AI MVP | Google AI/Cloud GDE | Lifelong Learner π
handson-ml2. νΈμ¦μ¨ λ¨Έμ λ¬λ 2/Eμ μ£ΌνΌν° λ ΈνΈλΆ
524hg-mldl. <νΌμ 곡λΆνλ λ¨Έμ λ¬λ+λ₯λ¬λ>μ μ½λ μ μ₯μμ λλ€.
328handson-ml. λμ "νΈμ¦μ¨ λ¨Έμ λ¬λ"μ μμ μ μ°μ΅λ¬Έμ λ₯Ό λ΄μ μ£ΌνΌν° λ ΈνΈλΆμ λλ€.
286awesome-pytorch. Awesome PyTorch
282deep-learning-with-python-notebooks. <μΌλΌμ€ μ°½μμμκ² λ°°μ°λ λ₯λ¬λ> λμμ μ£ΌνΌν° λ ΈνΈλΆμ **tf2** λΈλμΉμ μμ΅λλ€!
247introduction_to_ml_with_python. λμ "[κ°μ ν] νμ΄μ¬ λΌμ΄λΈλ¬λ¦¬λ₯Ό νμ©ν λ¨Έμ λ¬λ"μ μ£ΌνΌν° λ ΈνΈλΆκ³Ό μ½λμ λλ€.
214handson-ml3. <νΈμ¦μ¨ λ¨Έμ λ¬λ 3ν>μ μ£ΌνΌν° λ ΈνΈλΆ μ μ₯μ
165nlp-with-transformers. <νΈλμ€ν¬λ¨Έλ₯Ό νμ©ν μμ°μ΄ μ²λ¦¬> μμ μ½λλ₯Ό μν μ μ₯μμ λλ€.
144nlp-with-pytorch. <νμ΄ν μΉλ‘ λ°°μ°λ μμ°μ΄ μ²λ¦¬>(νλΉλ―Έλμ΄, 2021)μ μμ€ μ½λλ₯Ό μν μ μ₯μμ λλ€.
134python-machine-learning-book-3rd-edition. <λ¨Έμ λ¬λ κ΅κ³Όμ 3ν>μ μ½λ μ μ₯μ
132llm-from-scratch. <λ°λ°λ₯λΆν° λ§λ€λ©΄μ 곡λΆνλ LLM>(κΈΈλ², 2025)μ μ½λ μ μ₯μ
113first-steps-with-tensorflow. λμ 'ν μνλ‘ μ²«κ±Έμ'μ μμ μ£ΌνΌν° λ ΈνΈλΆμ λλ€.
107do-it-dl. <Do it! λ₯λ¬λ μ λ¬Έ> λμμ μ£ΌνΌν° λ ΈνΈλΆ
92deep-learning-with-python-2nd. <μΌλΌμ€ μ°½μμμκ² λ°°μ°λ λ₯λ¬λ 2ν> λμμ μ½λ μ μ₯μ
85hg-da. <νΌμ 곡λΆνλ λ°μ΄ν° λΆμ with νμ΄μ¬>μ μ½λ μ μ₯μ
81Generative_Deep_Learning_2nd_Edition. <λ§λ€λ©΄μ λ°°μ°λ μμ± AI 2ν>μ μ½λ μ μ₯μ
66python-machine-learning-book-2nd-edition. <λ¨Έμ λ¬λ κ΅κ³Όμ with νμ΄μ¬, μ¬μ΄ν·λ°, ν μνλ‘>μ μ½λ μ μ₯μ
66GDL_code. λ―Έμ κ΄μ GAN λ₯λ¬λ(Generative Deep Learning)μ μ½λ μ μ₯μμ λλ€.
64intro_ml_with_python_2nd_revised. <νμ΄μ¬ λΌμ΄λΈλ¬λ¦¬λ₯Ό νμ©ν λ¨Έμ λ¬λ (λ²μκ°μ 2ν)>μ μ½λ μ μ₯μ
61machine-learning-with-python-cookbook. νμ΄μ¬μ νμ©ν λ¨Έμ λ¬λ μΏ‘λΆ
48hg-mldl2. <νΌμ 곡λΆνλ λ¨Έμ λ¬λ+λ₯λ¬λ(κ°μ ν)>(νλΉλ―Έλμ΄, 2025)μ μ½λ μ μ₯μμ λλ€.
45tfk-notebooks. Notebooks of TensorFlow Korea (https://tensorflowkorea.wordpress.com)
44ml-powered-applications. <λ¨Έμ λ¬λ νμλ μ ν리μΌμ΄μ >μ μ½λ μ μ₯μμ λλ€. μμ κΉνλΈλ https://github.com/hundredblocks/ml-powered-applications μ λλ€.
36handson-llm. <νΈμ¦μ¨ LLM>(νλΉλ―Έλμ΄, 2025)μ μμ μ½λ μ μ₯μ
36ml-with-pytorch. <λ¨Έμ λ¬λ κ΅κ³Όμ: νμ΄ν μΉ νΈ>μ μ½λ μ μ₯μ
34gans-in-action. "GAN μΈ μ‘μ "(νλΉλ―Έλμ΄, 2020)μ μ½λ μ μ₯μμ λλ€.
33handson-gb. XGBoostμ μ¬μ΄ν·λ°μΌλ‘ λ°°μ°λ κ·Έλ μ΄λμΈνΈ λΆμ€ν
29aiml4coders. <κ°λ°μλ₯Ό μν λ¨Έμ λ¬λ&λ₯λ¬λ> λμμ μ½λ μ μ₯μ
24rickiepark. github profile repo
23deep-learning-with-javascript. <κ΅¬κΈ λΈλ μΈ νμκ² λ°°μ°λ λ₯λ¬λ with TensorFlow.js>(κΈΈλ², 2022)μ μ½λ μ μ₯μ
22pytorch-examples. Jupyter Notebook
21iclr2017-submission-papers-index. Python
21hongdae-ml-study. https://www.meetup.com/Hongdae-Machine-Learning-Study/
20math4ds. <κ°λ°μλ₯Ό μν νμ μν>(νλΉλ―Έλμ΄, 2024)μ μ½λ μ μ₯μ
17python4daml. <μ½λ© λλ₯Ό κΉ¨μ°λ νμ΄μ¬>(νλΉλ―Έλμ΄, 2023)μ μ½λ μ μ₯μ
16dl-illustrated. <λ₯λ¬λ μΌλ¬μ€νΈλ μ΄ν°λ>(μκ·Έλ§νλ μ€, 2021)μ μ½λ μ μ₯μ
16hm-dl. <νΌμ λ§λ€λ©΄μ 곡λΆνλ λ₯λ¬λ>(νλΉλ―Έλμ΄, 2025)μ μ½λ μ μ₯μ
12cnn_mer. Jupyter Notebook
10python-tutorial. python code & jupyter notebooks for learning
8WhirlwindTourOfPython. μ΄ λ νμ§ν 리(νμ€λ¦¬λ°λμ ν νμ΄μ¬)λ μ€λΌμΌλ¦¬μ "A Whirlwind Tour of Python"λ₯Ό κΈ°λ°μΌλ‘ ν©λλ€.
8ml-learn. This is a toy project to learn ML
8ml-with-python-cookbook-2nd. <μ€λ¬΄λ‘ ν΅νλ ML λ¬Έμ ν΄κ²° with νμ΄μ¬>
5keras-ko. Logical fork of keras-io
5the-lm-book. <λκ·λͺ¨ μΈμ΄ λͺ¨λΈ, ν΅μ¬λ§ λΉ λ₯΄κ²!>(μΈμ¬μ΄νΈ, 2025)μ μ½λ μ μ₯μ
5MLQandAI. <λ¨Έμ λ¬λ Q & AI>μ μ½λ μ μ₯μ
3knou_stat. λ°©μ‘ν΅μ λνκ΅ ν΅κ³/λ°μ΄ν°νκ³Ό μ½λ μ μ₯μ
3deeplearning.ai. deeplearning.ai , By Andrew Ng, All slide and notebook + data (without solution) and video link
3sklearn-tutorial. μ¬μ΄ν·λ° μ μ£Όν νν 리μΌ
2deep_learning_cookbook. Deep Learning Cookbox
2deep-learning-keras-tensorflow. Introduction to Deep Neural Networks with Keras and Tensorflow
2ml-ko. λ¨Έμ λ¬λ, λ₯λ¬λ νκΈ λ²μ μ μ₯μ
2tensorflow-in-practice. https://www.coursera.org/specializations/tensorflow-in-practice
1pong-from-scratch. OpenEdge ABL
1knou_deep_learning. νκ΅λ°©μ‘ν΅μ λνκ΅ μ»΄ν¨ν°κ³Όνκ³Ό λ₯λ¬λ μ€μ΅ μ½λ
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