Top 7 Jupyter Notebook autoencoder Projects

deepsvg

2 872 4.4 Jupyter Notebook

[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.

Project mention: [D] MNIST-like dataset in SVG format | /r/MachineLearning | 2023-07-09

I'd like to start experimenting with image classification in SVG format. I've found the deepsvg library that seems to have a solid basis on how to handle SVG files. Unfortunately it doesn't seem there's a large body of resesarch in the area and I am struggling to find a MNIST-like datset in SVG format.

diffae

1 758 3.9 Jupyter Notebook

Official implementation of Diffusion Autoencoders

Project mention: DiffAE: How to use AI to make your friends look bald, happy, young, blond, old - you name it! | dev.to | 2023-09-17

DiffAE GitHub Repo: The official GitHub repository for DiffAE. Great if you're looking to fork the project or contribute.

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.
Network-Intrusion-Detection-Using-Machine-Learning

1 97 1.8 Jupyter Notebook

A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach
DataDrivenDynSyst

1 61 5.4 Jupyter Notebook

Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems
strv-ml-mask2face

1 52 0.0 Jupyter Notebook

Virtually remove a face mask to see what a person looks like underneath
TensorFlow2.0_Notebooks

1 37 0.0 Jupyter Notebook

Implementation of a series of Neural Network architectures in TensorFow 2.0
mnistMuddle

2 3 0.0 Jupyter Notebook

Generating poorly written digits to prove humans' handwriting is still good!
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.

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 2023-09-17.

Jupyter Notebook autoencoder related posts

Basic Auto Encoder project - Generating poorly written digits [PyTorch]
1 project | /r/deeplearning | 14 May 2021
[P] Basic Auto Encoder project - Generating poorly written digits (PyTorch)
1 project | /r/MachineLearning | 14 May 2021

Index

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

	Project	Stars
1	deepsvg	872
2	diffae	758
3	Network-Intrusion-Detection-Using-Machine-Learning	97
4	DataDrivenDynSyst	61
5	strv-ml-mask2face	52
6	TensorFlow2.0_Notebooks	37
7	mnistMuddle	3