Jupyter Notebook Pytorch

Open-source Jupyter Notebook projects categorized as Pytorch

Top 23 Jupyter Notebook Pytorch Projects

  • Made-With-ML

    Learn how to responsibly develop, deploy and maintain production machine learning applications.

    Project mention: When do you create new environments to code in? Is there a best practice for this? | reddit.com/r/pytorch | 2022-11-28

    With regards to best practices, I'd guide my project workflow on the Made With ML blog, specifically the Developing sub-section within the MLOps course section, this blog is a great guideline for structuring any ML/DS project btw

  • fastai

    The fastai deep learning library

    Project mention: Programação letrada com Jupyter Notebook e Nbdev | dev.to | 2022-11-08
  • InfluxDB

    Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Data Platform where developers build real-time applications for analytics, IoT and cloud-native services in less time with less code.

  • nn

    🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

    Project mention: [D] Recent ML papers to implement from scratch | reddit.com/r/MachineLearning | 2022-10-10
  • PySyft

    Data science on data without acquiring a copy

    Project mention: Just about conspirancy theories... Can you say this guy isn't rigth? | reddit.com/r/funny | 2022-04-24

    Something that maybe can help keeping sensor specs secret while still getting critical information out: https://github.com/OpenMined/PySyft

  • yolov7

    Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

    Project mention: yolov7-pose: What does the output layers of an exported onnx model mean? | reddit.com/r/computervision | 2022-11-23

    I played around with the demo code of human pose estimation of the yolov7 model (https://github.com/WongKinYiu/yolov7/tree/pose) and wanted to convert this to onnx format in order to continue in a C++ environment.

  • TTS

    :robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts) (by mozilla)

    Project mention: Text-To-Speech Software that is not cloud-based. | reddit.com/r/software | 2022-11-15

    For a low volume specialized systems the price was fine, but these days I would also evaluate something like https://github.com/mozilla/TTS.

  • pytorch-Deep-Learning

    Deep Learning (with PyTorch)

  • Scout APM

    Truly a developer’s best friend. Scout APM is great for developers who want to find and fix performance issues in their applications. With Scout, we'll take care of the bugs so you can focus on building great things 🚀.

  • pyprobml

    Python code for "Probabilistic Machine learning" book by Kevin Murphy

  • Practical_RL

    A course in reinforcement learning in the wild

    Project mention: [D] implementation of MCTS in Python | reddit.com/r/MachineLearning | 2021-12-04
  • Yet-Another-EfficientDet-Pytorch

    The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

  • skorch

    A scikit-learn compatible neural network library that wraps PyTorch

    Project mention: [P] skorch 0.12.0 - HuggingFace integrations for sklearn, M1 support and others | reddit.com/r/MachineLearning | 2022-10-07

    Find a detailled list of changes in the release text.

  • deep-learning-v2-pytorch

    Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

    Project mention: how can i activate the cells in this github | reddit.com/r/learnprogramming | 2022-11-21

    in this link deep-learning-v2-pytorch/StudentAdmissions.ipynb at master · udacity/deep-learning-v2-pytorch · GitHub

  • lama

    🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

    Project mention: [task] Python developer for two tasks, one 30$ the other 50$ | reddit.com/r/slavelabour | 2022-10-08

    Task 1: 30$ Write a script to prepare data for https://github.com/saic-mdal/lama. You should be able to prove on video that your script works properly after i give you some data and you train and there's some acceptable output (not perfect, since i know how ml works).

  • Dreambooth-Stable-Diffusion

    Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

    Project mention: All of my Tinder photos are entirely Al generated and look exactly like me. Dating Apps are about to change massively over the next few months. | reddit.com/r/BeAmazed | 2022-11-24
  • YOLOv6

    YOLOv6: a single-stage object detection framework dedicated to industrial applications.

    Project mention: [P] Any object detection library | reddit.com/r/MachineLearning | 2022-11-19
  • pytorch-seq2seq

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

    Project mention: A Good Github Repo to Look at (CS388 Natural Language Processing) | reddit.com/r/MSDSO | 2022-10-29

    I don't know how many people are taking CS388 NLP in Fall 2022, but the assignment is really putting lots of stress on me. I was searching some good materials to prepare for NLP class, and a really good resource to look at is this github repo: https://github.com/bentrevett/pytorch-seq2seq.

  • BigDL

    Fast, distributed, secure AI for Big Data

  • pytorch-sentiment-analysis

    Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

    Project mention: Ich habe einen Bot gebastelt für Ovalwichs | reddit.com/r/ovalwichs | 2022-03-25

    z.B. https://github.com/bentrevett/pytorch-sentiment-analysis

  • simple-faster-rcnn-pytorch

    A simplified implemention of Faster R-CNN that replicate performance from origin paper

  • Transformers-Tutorials

    This repository contains demos I made with the Transformers library by HuggingFace.

    Project mention: [D] NLP has HuggingFace, what does Computer Vision have? | reddit.com/r/MachineLearning | 2022-04-19

    More tutorials can be found at https://github.com/NielsRogge/Transformers-Tutorials.

  • monodepth2

    [ICCV 2019] Monocular depth estimation from a single image

    Project mention: Calculation of an absolute depth map from multiple images or videos. | reddit.com/r/computervision | 2022-10-26
  • silero-models

    Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple

    Project mention: Ask HN: Open-source video transcribing software? | news.ycombinator.com | 2022-09-18

    Some months ago I tried the Silero Models: https://github.com/snakers4/silero-models

    With the audio sources I had, in English, the transcription had many mistakes. The good side is that installing and running the software worked as described in their documentation, so maybe it’s worth giving it a try by yourself.

  • alpha-zero-general

    A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

  • Zigi

    The context switching struggle is real. Zigi makes context switching a thing of the past. It monitors Jira and GitHub updates, pings you when PRs need approval and lets you take fast actions - all directly from Slack!

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). The latest post mention was on 2022-11-28.

Jupyter Notebook Pytorch related posts

Index

What are some of the best open-source Pytorch projects in Jupyter Notebook? This list will help you:

Project Stars
1 Made-With-ML 31,731
2 fastai 23,030
3 nn 14,900
4 PySyft 8,444
5 yolov7 7,462
6 TTS 6,412
7 pytorch-Deep-Learning 6,174
8 pyprobml 5,243
9 Practical_RL 5,139
10 Yet-Another-EfficientDet-Pytorch 5,075
11 skorch 4,843
12 deep-learning-v2-pytorch 4,771
13 lama 4,583
14 Dreambooth-Stable-Diffusion 4,382
15 YOLOv6 4,376
16 pytorch-seq2seq 4,176
17 BigDL 4,083
18 pytorch-sentiment-analysis 3,699
19 simple-faster-rcnn-pytorch 3,680
20 Transformers-Tutorials 3,395
21 monodepth2 3,325
22 silero-models 3,108
23 alpha-zero-general 3,015
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