Top 10 Python variational-autoencoder Projects

benchmark_VAE

4 1,680 6.1 Python

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
scvi-tools

2 1,128 9.4 Python

Deep probabilistic analysis of single-cell and spatial omics data
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.
NeuRec

2 1,031 0.0 Python

Next RecSys Library
disentangling-vae

1 753 0.0 Python

Experiments for understanding disentanglement in VAE latent representations
DALLE-mtf

41 435 0.0 Python

Open-AI's DALL-E for large scale training in mesh-tensorflow.

Project mention: How Open is Generative AI? Part 2 | dev.to | 2023-12-19

This vision is in line with EleutherAI, a non-profit organization founded in July 2020 by a group of researchers. Driven by the perceived opacity and the challenge of reproducibility in AI, their goal was to create leading open-source language models.

precision-recall-distributions

1 95 0.0 Python

Assessing Generative Models via Precision and Recall (official repository)
vae-anomaly-detector

1 67 0.0 Python

Experiments on unsupervised anomaly detection using variational autoencoder. The variational autoencoder is implemented 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.
tt-vae-gan

4 64 1.8 Python

Timbre transfer with variational autoencoding and cycle-consistent adversarial networks. Able to transfer the timbre of an audio source to that of another.
AdaVAE

1 32 3.6 Python

[Preprint] AdaVAE: Exploring Adaptive GPT-2s in VAEs for Language Modeling PyTorch Implementation
ODMO

1 8 4.8 Python

[ACMMM 2022] Official PyTorch Implementation of "Action-conditioned On-demand Motion Generation". ACM MultiMedia 2022.

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).

Python variational-autoencoder related posts

The open source learning curve for AI researchers
1 project | news.ycombinator.com | 20 Jul 2023
EleutherAI: Empowering Open-Source Artificial Intelligence Research
1 project | news.ycombinator.com | 11 Jul 2023
Seeking advice on fine-tuning Pythia for semantic search in a non-English language
1 project | /r/learnmachinelearning | 23 May 2023
Does anyone want to collaborate to make anti-capitalist AI?
1 project | /r/antiwork | 17 May 2023
ChatGPT is bonkers.
1 project | /r/Praise_AI_Overlords | 21 Apr 2023
My teacher has falsely accused me of using ChatGPT to use an assignment.
1 project | /r/ChatGPT | 18 Apr 2023
How can AI be used to protect against exploitative use of other AI?
1 project | /r/WorkReform | 1 Apr 2023
A note from our sponsor - InfluxDB
www.influxdata.com | 30 Apr 2024

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. Learn more →

Index

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

	Project	Stars
1	benchmark_VAE	1,680
2	scvi-tools	1,128
3	NeuRec	1,031
4	disentangling-vae	753
5	DALLE-mtf	435
6	precision-recall-distributions	95
7	vae-anomaly-detector	67
8	tt-vae-gan	64
9	AdaVAE	32
10	ODMO	8