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Top 23 Jupyter Notebook Tutorial Projects
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Tensorflow examples
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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: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
There's a great introduction to video tech, including codecs, at https://github.com/leandromoreira/digital_video_introduction
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notebooks
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
Project mention: Roboflow Notebooks: 60+ computer vision modeling notebooks | news.ycombinator.com | 2024-10-22 -
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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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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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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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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Stable-Diffusion
FLUX, Stable Diffusion, SDXL, SD3, LoRA, Fine Tuning, DreamBooth, Training, Automatic1111, Forge WebUI, SwarmUI, DeepFake, TTS, Animation, Text To Video, Tutorials, Guides, Lectures, Courses, ComfyUI, Google Colab, RunPod, Kaggle, NoteBooks, ControlNet, TTS, Voice Cloning, AI, AI News, ML, ML News, News, Tech, Tech News, Kohya, Midjourney, RunPod (by FurkanGozukara)
Project mention: How to Use SwarmUI & Stable Diffusion 3 on Cloud Services Kaggle (free), Massed Compute & RunPod | dev.to | 2024-06-29🔗 Stable Diffusion GitHub Repo (Please Star, Fork and Watch) ➡️ https://github.com/FurkanGozukara/Stable-Diffusion
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DeepLearningForNLPInPytorch
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
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Project mention: The programming languages I learned in my Quantum Computing job | dev.to | 2024-03-15
JuliaLang.org “Getting Started” Guide: The official Julia documentation provides a concise introduction to the language and syntax. https://julialang.org/learning/
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tutorials
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial (by towardsai)
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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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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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llm-python
Large Language Models (LLMs) tutorials & sample scripts, ft. langchain, openai, llamaindex, gpt, chromadb & pinecone
Project mention: Using LLMs without Burning Dollars - Different Database Query Strategies | dev.to | 2024-07-24Another sophisticated technique is to let the LLMs generate code to break down a question into multiple queries or API calls. This is a very natural way of solving complicated questions and unleashes the power of combining natural-language and underlying code.
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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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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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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 | 11 Dec 2024
Index
What are some of the best open-source Tutorial projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | TensorFlow-Examples | 43,447 |
| 2 | digital_video_introduction | 15,535 |
| 3 | nlp-tutorial | 14,325 |
| 4 | pandas_exercises | 10,907 |
| 5 | TensorFlow-Tutorials | 9,272 |
| 6 | notebooks | 5,660 |
| 7 | pytorch-seq2seq | 5,406 |
| 8 | pytorch-sentiment-analysis | 4,409 |
| 9 | 100-plus-Python-programming-exercises-extended | 2,812 |
| 10 | uvadlc_notebooks | 2,600 |
| 11 | Getting-Things-Done-with-Pytorch | 2,366 |
| 12 | Stable-Diffusion | 2,166 |
| 13 | DeepLearningForNLPInPytorch | 1,937 |
| 14 | JuliaTutorials | 1,277 |
| 15 | zero_to_gpt | 1,072 |
| 16 | tutorials | 991 |
| 17 | pytorch-image-classification | 965 |
| 18 | reinforcement_learning_course_materials | 952 |
| 19 | intro-to-python | 940 |
| 20 | llm-python | 694 |
| 21 | JustEnoughScalaForSpark | 674 |
| 22 | get-started-with-JAX | 662 |
| 23 | Julia-DataFrames-Tutorial | 531 |
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