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Top 23 Jupyter Notebook Pytorch Projects
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nn
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Project mention: Can't remember name of website that has explanations side-by-side with code | /r/learnmachinelearning | 2023-03-28Hey are you talking about https://nn.labml.ai/ ?
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Project mention: [D] How do you keep up to date on Machine Learning? | /r/learnmachinelearning | 2023-08-13
Made With ML
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Onboard AI
Learn any GitHub repo in 59 seconds. Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at www.getonboard.dev.
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Project mention: Cleared AWS Machine Learning - Specialty exam.. Happy to help!!! | /r/AWSCertifications | 2023-04-04
Jeremy Howard's YouTube Channel - Jeremy maintains the fastai library, which is an excellent package that will help anyone build complicated ML architectures in minimum time. His YouTube Channel has a number of free courses which do an amazing job of covering a variety of ML topics, and he also maintains a very active forum for people studying ML.
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yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
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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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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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FinGPT
Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on 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)
An RSS reader that integrates TTS (or TTS)
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Dreambooth-Stable-Diffusion
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
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lama
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
Project mention: Can someone please help me with inpainting settings to remove the subject from this image? I want to rebuild as much of the original background as possible. | /r/StableDiffusion | 2023-07-03You could try to use ControlNet inpaint+lama locally, but results aren't as good in my experience. Or you could try local install of lama directly, but the setup process isn't very smooth.
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Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
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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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Project mention: I want to make a Class monitoring system. is it possible in the conditions I'm in ?? | /r/computervision | 2022-12-08
Some resources to get you started...https://towardsdatascience.com/object-detection-with-10-lines-of-code-d6cb4d86f606https://github.com/OlafenwaMoses/ImageAIhttps://towardsdatascience.com/yolo-object-detection-with-opencv-and-python-21e50ac599e9https://github.com/meituan/YOLOv6
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Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
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deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
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pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
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Project mention: BigDL-LLM: running LLM on your laptop using INT4 | news.ycombinator.com | 2023-07-03
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Jupyter Notebook Pytorch related posts
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A note from our sponsor - Onboard AI
getonboard.dev | 5 Dec 2023
Index
What are some of the best open-source Pytorch projects in Jupyter Notebook? This list will help you:
Project | Stars | |
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1 | nn | 39,186 |
2 | Made-With-ML | 34,592 |
3 | fastai | 24,858 |
4 | stable-diffusion-webui-colab | 14,307 |
5 | nlp-tutorial | 13,228 |
6 | yolov7 | 11,811 |
7 | DeepLearningExamples | 11,773 |
8 | FinGPT | 9,701 |
9 | TTS | 8,244 |
10 | Dreambooth-Stable-Diffusion | 7,193 |
11 | open_clip | 7,007 |
12 | NYU-DLSP20 | 6,570 |
13 | lama | 6,501 |
14 | Transformers-Tutorials | 6,279 |
15 | pyprobml | 6,034 |
16 | mmagic | 5,985 |
17 | Practical_RL | 5,517 |
18 | skorch | 5,417 |
19 | YOLOv6 | 5,319 |
20 | Yet-Another-EfficientDet-Pytorch | 5,151 |
21 | deep-learning-v2-pytorch | 5,076 |
22 | pytorch-seq2seq | 4,928 |
23 | BigDL | 4,566 |