Python autoencoder

Open-source Python projects categorized as autoencoder | Edit details

Top 5 Python autoencoder Projects

  • GitHub repo pyod

    (JMLR' 19) A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

    Project mention: [D] Unsupervised Outlier Detection - Advise Requested | reddit.com/r/MachineLearning | 2021-12-03

    The source code and documentaion of PyOD is the best survey about OOD. Besides, the normalized flow and VQVAE are also feasible.

  • GitHub repo ALAE

    [CVPR2020] Adversarial Latent Autoencoders

    Project mention: [D] How do I make a model which takes a bedroom image as input give an output of different design of bedroom related to input image? | reddit.com/r/MachineLearning | 2021-03-27

    source link: https://github.com/podgorskiy/ALAE

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • GitHub repo Advanced-Deep-Learning-with-Keras

    Advanced Deep Learning with Keras, published by Packt

    Project mention: Cannot understand how REINFORCE model is trained | reddit.com/r/reinforcementlearning | 2021-03-04

    I have understood the concept of REINFORCE algorithm and what policy gradient is. However, when I see the code published by PacktPublishing, I was stuck with it.

  • GitHub repo sequitur

    Library of autoencoders for sequential data

    Project mention: I made a library that lets you create + train a time series autoencoder in just two lines of code | reddit.com/r/datascience | 2021-01-27
  • GitHub repo Speech_driven_gesture_generation_with_autoencoder

    This is the official implementation for IVA '19 paper "Analyzing Input and Output Representations for Speech-Driven Gesture Generation".

    Project mention: [R] Moving Fast and Slow: Analysis of Representations and Post-Processing in Speech-Driven Automatic Gesture Generation. Code and demo available | reddit.com/r/cogsci | 2021-03-08

    Project page: https://svito-zar.github.io/audio2gestures/

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 2021-12-03.

Python autoencoder related posts

Index

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

Project Stars
1 pyod 5,181
2 ALAE 3,195
3 Advanced-Deep-Learning-with-Keras 1,188
4 sequitur 227
5 Speech_driven_gesture_generation_with_autoencoder 64
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