Skip to main content

Diresa - distance-regularized siamese twin autoencoder

Project description

DIRESA

Overview

DIRESA is a Python package for dimension reduction based on TensorFlow. The distance-regularized Siamese twin autoencoder architecture is designed to preserve distance (ordering) in latent space while capturing the non-linearities in the datasets.

Prerequisites

The DIRESA package depends on the tensorflow and tensorflow_probability packages. These can be installed with the following commands:

  pip install tensorflow
  pip install tensorflow_probability

Install DIRESA

Install DIRESA with the following command:

  pip install diresa

Documentation

The DIRESA documentation can be found on Read the Docs

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

diresa-1.0.11.tar.gz (1.8 MB view details)

Uploaded Source

Built Distribution

diresa-1.0.11-py3-none-any.whl (11.7 kB view details)

Uploaded Python 3

File details

Details for the file diresa-1.0.11.tar.gz.

File metadata

  • Download URL: diresa-1.0.11.tar.gz
  • Upload date:
  • Size: 1.8 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.11.7

File hashes

Hashes for diresa-1.0.11.tar.gz
Algorithm Hash digest
SHA256 50f7bb4cb90c906d9d955c40bd79fa212d961a16b1f83c68048906bfc0ab2cb5
MD5 aec73f1d3ce81bdc4cf7be1e586dbb69
BLAKE2b-256 fa90285b321568f777358100aa506b2530f4cca595d888d9da1d3f32c21b8024

See more details on using hashes here.

File details

Details for the file diresa-1.0.11-py3-none-any.whl.

File metadata

  • Download URL: diresa-1.0.11-py3-none-any.whl
  • Upload date:
  • Size: 11.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.11.7

File hashes

Hashes for diresa-1.0.11-py3-none-any.whl
Algorithm Hash digest
SHA256 6d1de301c6d16f89a1c6ea7d93606e966860733b07977621fb88eac738043ed7
MD5 fd7a1c18643cef69fa921b09018bdc7b
BLAKE2b-256 927598560e844c895f7ac25ba750296c2b7737ca7d2946f016b22a32789fc357

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page