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Top 23 Jupyter Notebook Tutorial Projects
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digital_video_introduction
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
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notebooks
A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.
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pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
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pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
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uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
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100-plus-Python-programming-exercises-extended
The repository is about 100+ python programming exercise problem discussed, explained, and solved in different ways
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Getting-Things-Done-with-Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
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evaluation-guidebook
Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!
Project mention: Evals in 2025: benchmarks to build models people can use | news.ycombinator.com | 2025-09-17 -
DeepLearningForNLPInPytorch
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
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reinforcement_learning_course_materials
Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University
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pytorch-image-classification
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
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tutorials
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial (by towardsai)
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llm-python
Large Language Models (LLMs) tutorials & sample scripts, ft. langchain, openai, llamaindex, gpt, chromadb & pinecone
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get-started-with-JAX
The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.
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JustEnoughScalaForSpark
A tutorial on the most important features and idioms of Scala that you need to use Spark's Scala APIs.
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Jupyter Notebook Tutorial discussion
Jupyter Notebook Tutorial related posts
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The programming languages I learned in my Quantum Computing job
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Breakdown of AV1 Video Codec
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Ask HN: Resources to brush up from 'Intro to ML' to current LLMs/generative AI?
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Building a Llama2 Langchain powered Simple Chat Bot hosted on Napptive
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A Hands-On Introduction to Video Codec Technology and FFmpeg
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I have open-sourced code to reduce your ChatGPT api costs by 50%
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Does CS 1301 cover topics like NumPy and pandas?
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A note from our sponsor - SaaSHub
www.saashub.com | 16 Jul 2026
Index
What are some of the best open-source Tutorial projects in Jupyter Notebook? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | TensorFlow-Examples | 43,783 |
| 2 | digital_video_introduction | 16,224 |
| 3 | nlp-tutorial | 14,896 |
| 4 | pandas_exercises | 12,953 |
| 5 | notebooks | 9,539 |
| 6 | TensorFlow-Tutorials | 9,263 |
| 7 | pytorch-seq2seq | 5,689 |
| 8 | pytorch-sentiment-analysis | 4,608 |
| 9 | uvadlc_notebooks | 3,167 |
| 10 | 100-plus-Python-programming-exercises-extended | 3,096 |
| 11 | Getting-Things-Done-with-Pytorch | 2,494 |
| 12 | evaluation-guidebook | 2,127 |
| 13 | DeepLearningForNLPInPytorch | 1,955 |
| 14 | JuliaTutorials | 1,356 |
| 15 | zero_to_gpt | 1,299 |
| 16 | reinforcement_learning_course_materials | 1,136 |
| 17 | pytorch-image-classification | 1,085 |
| 18 | tutorials | 1,019 |
| 19 | intro-to-python | 981 |
| 20 | llm-python | 925 |
| 21 | get-started-with-JAX | 783 |
| 22 | JustEnoughScalaForSpark | 672 |
| 23 | sports | 550 |
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