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Top 23 Jupyter Notebook Pytorch Projects
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Project mention: Gemma 3 270M re-implemented in pure PyTorch for local tinkering | news.ycombinator.com | 2025-08-20
Could be an artifact of the small size not fully taking advantage of the GPU. For example, for the slightly larger Qwen3 0.6B model the A100 is faster (you can see it when scrolling to the bottom here: https://github.com/rasbt/LLMs-from-scratch/tree/main/ch05/11...)
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InfluxDB
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Project mention: Integrate Hugging Face Spaces & Gradio with a React application | dev.to | 2024-10-12
We are going to use fast.ai to create a simple classification which predicts whether a given image is a cat or not.
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llama-cookbook
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services
Project mention: Your 2025 Roadmap to Becoming an AI Engineer for Free for Vue.js Developers | dev.to | 2025-08-06Tip: Test prompts in a sandbox first. Use open-source models like Llama to avoid costs.
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FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
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Sevalla
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DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
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yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
!# Download trained weights !wget https://github.com/WongKinYiu/yolov7/releases/download/v0.1/yolov7-tiny.pt
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Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
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TTS
:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts) (by mozilla)
Find a community-based project: Tools like Hugging Face or Mozilla TTS have super active communities that welcome newcomers and share tips constantly.
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lama
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
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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 YOLO11, RT-DETR, SAM 2, Florence-2, PaliGemma 2, and Qwen2.5VL.
Project mention: Roboflow Notebooks: 60+ computer vision modeling notebooks | news.ycombinator.com | 2024-10-22 -
pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
Project mention: RedLM: My submission for the NVIDIA and LlamaIndex Developer Contest | dev.to | 2024-11-14The openai/whisper-base model was used to get time stamps for the start and end of each spoken word using Automated Speech Recognition (ASR). A speaker segmentation library called pyannote/audio was used to perform speaker diarization. This is an interesting algorithm that can segment any number of distinct speakers in an audio recording using a series of models and a discrete-time stochastic process known as the Chinese restaurant process. This gave a list of time intervals with a speaker ID, and I used the intervals to attribute a speaker ID to each word. Then I segmented the audio into two files using this data and used the files to generate audio waveforms using Blender's geometry nodes. Another script was used to animate each word of as it is spoken in one of two positions for each speaker.
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Dreambooth-Stable-Diffusion
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
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mmagic
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.
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tsai
Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
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SaaSHub
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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 Pytorch discussion
Jupyter Notebook Pytorch related posts
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Gemma 3 270M re-implemented in pure PyTorch for local tinkering
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How to simplify a Graph RAG architecture using Amazon Bedrock and SurrealDB
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Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer
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A straight line teaches machines to learn
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Ask HN: Freelancer? Seeking freelancer? (May 2025)
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Lovely Tensors: Tensors, for human consumption
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Neural Graffiti – Liquid Memory Layer for LLMs
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A note from our sponsor - SaaSHub
www.saashub.com | 1 Sep 2025
Index
What are some of the best open-source Pytorch projects in Jupyter Notebook? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | LLMs-from-scratch | 68,330 |
| 2 | Made-With-ML | 41,901 |
| 3 | fastai | 27,384 |
| 4 | llama-cookbook | 17,792 |
| 5 | FinGPT | 17,108 |
| 6 | stable-diffusion-webui-colab | 15,928 |
| 7 | nlp-tutorial | 14,709 |
| 8 | DeepLearningExamples | 14,433 |
| 9 | yolov7 | 13,931 |
| 10 | Transformers-Tutorials | 11,189 |
| 11 | TTS | 9,938 |
| 12 | lama | 9,165 |
| 13 | notebooks | 8,263 |
| 14 | pyannote-audio | 8,173 |
| 15 | introtodeeplearning | 8,099 |
| 16 | Dreambooth-Stable-Diffusion | 7,728 |
| 17 | mmagic | 7,222 |
| 18 | pyprobml | 6,873 |
| 19 | NYU-DLSP20 | 6,775 |
| 20 | Practical_RL | 6,237 |
| 21 | skorch | 6,109 |
| 22 | YOLOv6 | 5,826 |
| 23 | tsai | 5,770 |
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