Software Open Access
beringresearch/ivis: ivis: dimensionality reduction in very large datasets using Siamese Networks
Ignat; Benjamin Szubert; beringresearch; Kevin Rue-Albrecht; John Sheffield
Major ivis release!
Version 2.0 features:
- Unsupervised, semi-supervised, and fully supervised dimensionality reduction
- Support for arbitrary datasets:
- N-dimensional arrays
- Image files on disk
- Custom data connectors
- In- and out-of-memory data ingestion
- Resumable training
- Arbitrary neural network backbones
- Customizable neighbour retrieval
- Callbacks and Tensorboard integration
Files
(12.2 MB)
| Name | Size | |
|---|---|---|
|
beringresearch/ivis-2.0.0.zip
md5:8a399c78a2b207b26cb0c3d70faeef9e |
12.2 MB | Download |
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downloads
| All versions | This version | |
|---|---|---|
| Views | 380 | 4 |
| Downloads | 122 | 0 |
| Data volume | 654.2 MB | 0 Bytes |
| Unique views | 322 | 4 |
| Unique downloads | 27 | 0 |
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- Publication date:
- December 8, 2020
- DOI:
-
- Related identifiers:
- Supplement to
- License (for files):
- Other (Open)