Top 11 Jupyter Notebook pytorch-implementation Projects

pytorch-seq2seq

3 5,150 5.4 Jupyter Notebook

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

14 2,222 0.0 Jupyter Notebook

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
SimCLR

1 2,109 0.0 Jupyter Notebook

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations (by sthalles)
pytorch-image-classification

1 899 2.6 Jupyter Notebook

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
minLoRA

3 387 2.4 Jupyter Notebook

minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.
2D-Gaussian-Splatting

1 245 6.4 Jupyter Notebook

A 2D Gaussian Splatting paper for no obvious reasons. Enjoy!

Project mention: [P] 2D Gaussian Splatting a great starting point for people who want to delve deeper | /r/MachineLearning | 2023-10-19

Github : https://github.com/OutofAi/2D-Gaussian-Splatting

gan-vae-pretrained-pytorch

1 162 0.0 Jupyter Notebook

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
xrays-and-gradcam

3 44 0.0 Jupyter Notebook

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.
pytorch-gans

1 20 0.0 Jupyter Notebook

PyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN
video-super-resolution-youtube

1 13 1.8 Jupyter Notebook
seemore

1 1 8.0 Jupyter Notebook

From scratch implementation of a vision language model in pure PyTorch

Project mention: Implementation of vision language model in a single file of PyTorch | news.ycombinator.com | 2024-04-22

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-implementation related posts

[P] minLoRA: An Easy-to-Use PyTorch Library for Applying LoRA to PyTorch Models
3 projects | /r/MachineLearning | 21 Feb 2023
GANs implemented in PyTorch
1 project | /r/pytorch | 8 Feb 2021

Index

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

	Project	Stars
1	pytorch-seq2seq	5,150
2	pytorch-GAT	2,222
3	SimCLR	2,109
4	pytorch-image-classification	899
5	minLoRA	387
6	2D-Gaussian-Splatting	245
7	gan-vae-pretrained-pytorch	162
8	xrays-and-gradcam	44
9	pytorch-gans	20
10	video-super-resolution-youtube	13
11	seemore	1