https://github.com/AstraZeneca/SubTab

The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"
https://github.com/AstraZeneca/SubTab

contrastive-learning multi-view-learning representation-learning self-supervised-learning tabular-data

Last synced: 3 months ago
JSON representation

The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"

• Host: GitHub
• URL: https://github.com/AstraZeneca/SubTab
• Owner: AstraZeneca
• License: apache-2.0
• Created: 2021-10-06T11:26:17.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2022-07-01T09:03:38.000Z (over 2 years ago)
• Last Synced: 2024-08-03T15:14:09.831Z (6 months ago)
• Topics: contrastive-learning, multi-view-learning, representation-learning, self-supervised-learning, tabular-data
• Language: Python
• Homepage:
• Size: 42.6 MB
• Stars: 140
• Watchers: 3
• Forks: 20
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• top-pharma50 - **AstraZeneca/SubTab** - Supervised Representation Learning"<br>`contrastive-learning`, `multi-view-learning`, `representation-learning`, `self-supervised-learning`, `tabular-data`<br><img src='https://github.com/HubTou/topgh/blob/main/icons/gstars.png'> 138 <img src='https://github.com/HubTou/topgh/blob/main/icons/forks.png'> 20 <img src='https://github.com/HubTou/topgh/blob/main/icons/code.png'> Python <img src='https://github.com/HubTou/topgh/blob/main/icons/license.png'> Apache License 2.0 <img src='https://github.com/HubTou/topgh/blob/main/icons/last.png'> 2022-07-01 09:03:38 | (Ranked by starred repositories)
• top-life-sciences - **AstraZeneca/SubTab** - Supervised Representation Learning"<br>`contrastive-learning`, `multi-view-learning`, `representation-learning`, `self-supervised-learning`, `tabular-data`<br><img src='https://github.com/HubTou/topgh/blob/main/icons/gstars.png'> 138 <img src='https://github.com/HubTou/topgh/blob/main/icons/forks.png'> 20 <img src='https://github.com/HubTou/topgh/blob/main/icons/code.png'> Python <img src='https://github.com/HubTou/topgh/blob/main/icons/license.png'> Apache License 2.0 <img src='https://github.com/HubTou/topgh/blob/main/icons/last.png'> 2022-07-01 09:03:38 | (Ranked by starred repositories)