Skip to main content

Diffusion model for galaxy generation

Project description

Contains two jax functions ScoreNet32 and ScoreNet64. These are used to return the gradients of an arbitrary image with respect to a prior distribution of individual artifact free galaxy models. Current functions include ScoreNetXX(image) returns gradients as stated. generateSample(samples=n, hi_res=bool, seed=XXXX) will generate an array of n galaxy samples which can be plotted with imshow.

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

galaxygrad-0.0.13.tar.gz (22.4 MB view details)

Uploaded Source

Built Distribution

galaxygrad-0.0.13-py3-none-any.whl (22.4 MB view details)

Uploaded Python 3

File details

Details for the file galaxygrad-0.0.13.tar.gz.

File metadata

  • Download URL: galaxygrad-0.0.13.tar.gz
  • Upload date:
  • Size: 22.4 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.9.13

File hashes

Hashes for galaxygrad-0.0.13.tar.gz
Algorithm Hash digest
SHA256 f74398c78b3015b3533d77a1cc324ae78ac8704df34f90d2b3e654a0a5fc8e8a
MD5 5d36576142389ede08890709c942067a
BLAKE2b-256 16ec79aa73329839d3ab4e145f77778e6ae122049a1f7902328d630314770963

See more details on using hashes here.

File details

Details for the file galaxygrad-0.0.13-py3-none-any.whl.

File metadata

  • Download URL: galaxygrad-0.0.13-py3-none-any.whl
  • Upload date:
  • Size: 22.4 MB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.9.13

File hashes

Hashes for galaxygrad-0.0.13-py3-none-any.whl
Algorithm Hash digest
SHA256 bffb4d71ad6f101bbd1d54bf4fd299deeb4d24d86894c8937599290e83b05332
MD5 e8904f189b347bb6ee3103e28c9ab633
BLAKE2b-256 32d3a2d84921829ac3b839149862ed835f71046977f2dd0d655b2ae8057b95e6

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