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  • National Taipei University of Technology
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🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Python 145,248 29,249 Updated Jun 6, 2025
Python 4 1 Updated Mar 11, 2022

Deep Learning Fundamentals -- Code material and exercises

Jupyter Notebook 378 195 Updated Feb 28, 2024

Keras implementations of Generative Adversarial Networks.

Python 9,225 3,121 Updated Dec 12, 2022

Coursera Generative Adversarial Networks (GANs) Specialization

Jupyter Notebook 48 26 Updated Jan 28, 2023

This is all my notebooks, lab solutions, and assignments for the DeepLearning.AI Natural Language Processing Specialization on Coursera.

Jupyter Notebook 48 39 Updated Sep 28, 2022

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

Jupyter Notebook 348 333 Updated Jun 28, 2023

Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron

Jupyter Notebook 13 19 Updated Jun 20, 2021

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

Jupyter Notebook 471 326 Updated Jul 1, 2021

Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai

Jupyter Notebook 305 212 Updated Jul 1, 2021

Programming assignments and quizzes from all courses within the Machine Learning Engineering for Production (MLOps) specialization offered by deeplearning.ai

Jupyter Notebook 461 300 Updated Nov 11, 2023

深度学习经典、新论文逐段精读

30,459 2,653 Updated Mar 22, 2025

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

Jupyter Notebook 19,230 8,825 Updated Jun 4, 2025

DSCI 511: Programming for Data Science

Jupyter Notebook 13 20 Updated Jul 22, 2021

PyTorch Tutorials from my YouTube channel

Python 1,842 1,216 Updated Nov 6, 2023

Public documents for the Master of Data Science program at the University of British Columbia

222 71 Updated Mar 31, 2025

PyTorch 深度學習範例

Jupyter Notebook 66 27 Updated Mar 28, 2023

Source codes for "Knock Knock! Deep Learning" series.

Python 28 9 Updated Oct 18, 2023

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring

Jupyter Notebook 2,383 537 Updated Oct 18, 2022

李宏毅2021/2022/2023春季机器学习课程课件及作业

Jupyter Notebook 6,705 1,650 Updated Jun 3, 2023

PyTorch tutorials.

Jupyter Notebook 8,604 4,167 Updated Jun 5, 2025

CS231课程笔记翻译 https://zhuanlan.zhihu.com/intelligentunit

514 135 Updated Apr 3, 2017
Jupyter Notebook 8 3 Updated Aug 31, 2023
Jupyter Notebook 21 5 Updated Apr 21, 2023
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