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Starred repositories

23 stars written in Jupyter Notebook
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Examples and guides for using the OpenAI API

Jupyter Notebook 69,058 11,546 Updated Nov 5, 2025

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Jupyter Notebook 21,684 6,165 Updated Jul 13, 2023

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Jupyter Notebook 16,772 3,824 Updated Apr 21, 2022

深度学习入门开源书,基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

Jupyter Notebook 13,274 4,062 Updated Aug 30, 2021

The "Python Machine Learning (1st edition)" book code repository and info resource

Jupyter Notebook 12,535 4,418 Updated Nov 20, 2024

This repository contains demos I made with the Transformers library by HuggingFace.

Jupyter Notebook 11,333 1,685 Updated Jul 2, 2025

My blogs and code for machine learning. http://cnblogs.com/pinard

Jupyter Notebook 8,643 3,744 Updated Feb 16, 2024

TensorFlow examples

Jupyter Notebook 8,202 7,387 Updated Oct 29, 2025

tensorflow2中文教程,持续更新(当前版本:tensorflow2.0),tag: tensorflow 2.0 tutorials

Jupyter Notebook 7,812 2,033 Updated Dec 9, 2020

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

Jupyter Notebook 4,202 1,283 Updated Nov 26, 2023

简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程

Jupyter Notebook 3,950 834 Updated Mar 21, 2023

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的认可

Jupyter Notebook 3,824 819 Updated Mar 17, 2023

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

Jupyter Notebook 2,393 406 Updated Sep 29, 2023

Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA

Jupyter Notebook 2,028 381 Updated May 15, 2025

Materials for my scikit-learn tutorial

Jupyter Notebook 1,805 960 Updated Mar 23, 2023

Single-document unsupervised keyword extraction

Jupyter Notebook 1,797 245 Updated Aug 30, 2025

🙄 Difficult algorithm, Simple code.

Jupyter Notebook 1,712 668 Updated Mar 25, 2023

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2021 Spring

Jupyter Notebook 956 342 Updated Nov 9, 2023

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning t…

Jupyter Notebook 931 684 Updated Apr 28, 2024

李宏毅2021机器学习深度学习笔记PPT作业

Jupyter Notebook 587 125 Updated Jun 14, 2021

Deep Keyphrase Extraction using BERT

Jupyter Notebook 260 71 Updated Feb 21, 2022

A brand tagging system in product titles and user generated text

Jupyter Notebook 36 3 Updated Jan 17, 2022

BERT CRF model for Name Entity Recognition in pytorch

Jupyter Notebook 29 15 Updated Jun 12, 2023