Composable mapping is a PyTorch utility library for handling geometric deformations

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for honkamj from gravatar.com honkamj

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT License (MIT License Copyright (c) 2023 Joel Honkamaa Permission is hereby granted, free of charge, to any ...)
  • Author: Joel Honkamaa
  • Tags deep learning , neural networks , image registration , deformation , coordinate mapping , pytorch
  • Requires: Python >=3.8
Classifiers
Report project as malware

Project description

Composable mapping

Composable mapping is a PyTorch utility library for handling geometric deformations, develped as part of SITReg, a deep learning intra-modality image registration arhitecture fulfilling strict symmetry properties.

Installation

Install using pip by running the command

pip install composable-mapping

Requirements

  • Python 3.8+
  • PyTorch 1.10+
  • nibabel
  • matplotlib (optional)

Source code

Code repository can be found at GitHub https://github.com/honkamj/composable-mapping

Documentation

For documentation, see the GitHub repository.

Publication

If you use the repository, please cite the SITReg paper. Details for citing can be found at the GitHub repository.

License

Composable mapping is released under the MIT license.

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for honkamj from gravatar.com honkamj

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT License (MIT License Copyright (c) 2023 Joel Honkamaa Permission is hereby granted, free of charge, to any ...)
  • Author: Joel Honkamaa
  • Tags deep learning , neural networks , image registration , deformation , coordinate mapping , pytorch
  • Requires: Python >=3.8
Classifiers

Release history Release notifications | RSS feed

0.1.4

0.1.3

This version

0.1.2

Download files

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

Source Distribution

composable_mapping-0.1.2.tar.gz (64.8 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

composable_mapping-0.1.2-py3-none-any.whl (79.6 kB view details)

Uploaded Python 3

File details

Details for the file composable_mapping-0.1.2.tar.gz.

File metadata

  • Download URL: composable_mapping-0.1.2.tar.gz
  • Upload date:
  • Size: 64.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.0.1 CPython/3.9.21

File hashes

Hashes for composable_mapping-0.1.2.tar.gz
Algorithm Hash digest
SHA256 89acee6ce6dfeeba85a3357d4db8fe9d2cc48a2cd97d2adef7076367b777581a
MD5 340d42ffecf6ec8627ff8dc56a990b43
BLAKE2b-256 ae8e3bf70f3bfb559d542a38379e935188ac6b6c0cee7cd7df90e4ee1e184cf6

See more details on using hashes here.

File details

Details for the file composable_mapping-0.1.2-py3-none-any.whl.

File metadata

File hashes

Hashes for composable_mapping-0.1.2-py3-none-any.whl
Algorithm Hash digest
SHA256 5fccc5a03c722385c31e5b75e3fa22d8e6106cb4718e779507a158141b1f0772
MD5 df9c1d08af53e8c6c1f28d5673402995
BLAKE2b-256 d1c1a8fe32d35f5f61a689d374d19c5320a30c802900f38b7286b13b73c0bb78

See more details on using hashes here.

Supported by

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