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Starred repositories

119 stars written in Jupyter Notebook
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TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Jupyter Notebook 43,447 14,931 Updated Jul 26, 2024

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

Jupyter Notebook 37,818 5,987 Updated Aug 18, 2024

Google Research

Jupyter Notebook 34,520 7,953 Updated Dec 13, 2024

10 Weeks, 20 Lessons, Data Science for All!

Jupyter Notebook 28,438 5,860 Updated Oct 15, 2024

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Jupyter Notebook 26,880 7,881 Updated Jun 25, 2024

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Jupyter Notebook 26,523 3,366 Updated Jul 23, 2024

This is a repo with links to everything you'd ever want to learn about data engineering

Jupyter Notebook 23,399 4,005 Updated Dec 16, 2024

A game theoretic approach to explain the output of any machine learning model.

Jupyter Notebook 23,100 3,300 Updated Dec 13, 2024

《统计学习方法》的代码实现

Jupyter Notebook 19,063 6,287 Updated Aug 22, 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PyTorch实现。

Jupyter Notebook 18,479 5,414 Updated Oct 14, 2021

💿 Free software that works great, and also happens to be open-source Python.

Jupyter Notebook 16,829 2,684 Updated Nov 25, 2024

A collection of various deep learning architectures, models, and tips

Jupyter Notebook 16,788 4,021 Updated Feb 8, 2024

Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting…

Jupyter Notebook 15,664 2,259 Updated Dec 17, 2024

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

Jupyter Notebook 14,785 3,604 Updated Apr 21, 2022

PRML algorithms implemented in Python

Jupyter Notebook 11,499 3,249 Updated Sep 27, 2024

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

Jupyter Notebook 10,709 1,542 Updated Aug 8, 2024

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

Jupyter Notebook 8,744 2,182 Updated Oct 20, 2023

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(2000+页)和视频链接

Jupyter Notebook 8,471 1,720 Updated Sep 29, 2024

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

Jupyter Notebook 8,377 3,744 Updated Feb 16, 2024

PyTorch tutorials.

Jupyter Notebook 8,298 4,083 Updated Dec 18, 2024

100 days of algorithms

Jupyter Notebook 7,483 1,186 Updated May 11, 2018

Visualizations for machine learning datasets

Jupyter Notebook 7,357 887 Updated May 24, 2023

中文 Python 笔记

Jupyter Notebook 6,965 2,910 Updated Oct 1, 2020

Recipes for using Python's pandas library

Jupyter Notebook 6,696 2,321 Updated Oct 24, 2024

搜集、整理、发布 中文 自然语言处理 语料/数据集,与 有志之士 共同 促进 中文 自然语言处理 的 发展。

Jupyter Notebook 5,962 1,401 Updated Jan 29, 2019

A scikit-learn compatible neural network library that wraps PyTorch

Jupyter Notebook 5,914 391 Updated Dec 16, 2024

An annotated implementation of the Transformer paper.

Jupyter Notebook 5,808 1,247 Updated Apr 7, 2024

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Jupyter Notebook 5,532 608 Updated Dec 17, 2024

AirLLM 70B inference with single 4GB GPU

Jupyter Notebook 5,447 437 Updated Nov 24, 2024

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Jupyter Notebook 5,413 1,349 Updated Jan 20, 2024
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119 stars written in Jupyter Notebook