Pytorch extension for OpenML python

Pytorch extension for openml-python API.

Installation Instructions:

pip install openml-pytorch

PyPi link https://pypi.org/project/openml-pytorch/

Usage

Import openML libraries

import openml
import openml_pytorch
import openml_pytorch.layers
import openml_pytorch.config

Create a torch model

model = torch.nn.Sequential(
    processing_net,
    features_net,
    results_net
)

Download the task from openML and run the model on task.

task = openml.tasks.get_task(3573)
run = openml.runs.run_model_on_task(model, task, avoid_duplicate_runs=False)
run.publish()
print('URL for run: %s/run/%d' % (openml.config.server, run.run_id))

Note: The input layer of the network should be compatible with OpenML data output shape. Please check examples for more information.

Download files

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

Source Distribution

openml-pytorch-0.0.4.tar.gz (18.1 kB view details)

Uploaded Aug 19, 2020 Source

File details

Details for the file openml-pytorch-0.0.4.tar.gz.

File metadata

Download URL: openml-pytorch-0.0.4.tar.gz
Upload date: Aug 19, 2020
Size: 18.1 kB
Tags: Source
Uploaded using Trusted Publishing? No
Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.36.1 CPython/3.7.4

File hashes

Hashes for openml-pytorch-0.0.4.tar.gz
Algorithm	Hash digest
SHA256	`2490067d117c884fc053e90a1b864190bf824334be286cc448584b70e894c269`
MD5	`9be35ee372c487fbe076b584fa3d588e`
BLAKE2b-256	`b5da3167b450159b57556d24493192786d03bdb9de2d0d52a0741b7338fd3f7b`