OptimalDesign

Project description

Optimal Design

This project is heavy under construction and is waiting for the v1.0 release.

This project implements efficiently the method "Adaptive grid Semidefinite Programming for finding optimal designs" (see literature) built on JAX. Therefore you can find optimal designs of arbitrary linear models on GPU, TPU or CPU.

Example

Colab Notebook: https://colab.research.google.com/drive/1YlYfdYuHFLkWJ61IzP__R6N8koh_5Tzm?usp=sharing

Literature

https://www.ruhr-uni-bochum.de/imperia/md/content/mathematik3/publications/sdp_adaptive_v12.pdf

Project details

Release history Release notifications | RSS feed

This version

0.1.3

May 5, 2022

0.1.2

Nov 7, 2021

0.1.1

Nov 6, 2021

0.1.0

Oct 24, 2021

0.0.3

Jan 1, 2021

0.0.2

Jan 1, 2021

0.0.1

Dec 30, 2020

0.0.1.dev938391850 pre-release

Dec 30, 2020

Download files

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

Source Distribution

optimaldesign-0.1.3.tar.gz (12.5 kB view hashes)

Uploaded May 5, 2022 Source

Built Distribution

optimaldesign-0.1.3-py3-none-any.whl (14.0 kB view hashes)

Uploaded May 5, 2022 Python 3

Hashes for optimaldesign-0.1.3.tar.gz

Hashes for optimaldesign-0.1.3.tar.gz
Algorithm	Hash digest
SHA256	`a1c867fbc812c48ab425e6368272bb55099ce6896f20b7205ca031eae65aafca`
MD5	`6ff370a9fd87182c2c771fc060b5ec1b`
BLAKE2b-256	`6b0d1211a6cc01cf37d3f181848bdb2b7be8458cf484b5e010d5cf5b7d26f43f`

Hashes for optimaldesign-0.1.3-py3-none-any.whl

Hashes for optimaldesign-0.1.3-py3-none-any.whl
Algorithm	Hash digest
SHA256	`b26a5c79c2fae7ae4628b128be265f19e19f2d186dddafa54d19ac40e493144f`
MD5	`c6a5b701da9968181c8133ab9dae7d44`
BLAKE2b-256	`f8a1842cbe04d4b258e0bacc7a490a487c41d29942b0a78d053f7e3d0971abbe`