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Learn how to design, develop, deploy and iterate on production-grade ML applications.

Jupyter Notebook 44,261 6,885 Updated Aug 18, 2024
Python 1 Updated Apr 29, 2025

Animations exploring various concepts in computer science, with a special focus on machine learning and statistics

Python 2 2 Updated Feb 27, 2025

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

Python 1,848 624 Updated Jan 30, 2025

Analysis of NLU test sets with IRT

Jupyter Notebook 13 8 Updated Jul 23, 2021

Enhance Your English Writing for Science Research 写论文英语素材

1,143 107 Updated Aug 23, 2024

计算机的优秀课程

1,598 207 Updated Jul 4, 2022

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

3,274 517 Updated Sep 29, 2019

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Python 73,729 11,979 Updated Jul 30, 2024

Python code for Computer Age Statistical Inference

Jupyter Notebook 1 Updated Apr 8, 2019

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

9,806 1,560 Updated Sep 8, 2025

Reference implementations of MLPerf® training benchmarks

Python 1,723 584 Updated Nov 5, 2025