blob: f00e704c1afd7b234c7167e0de3b548cd5ea02a4 (
plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
|
# POT Releases
## V0.1.11 New years resolution
*5 Jan 2017*
* Add sphinx gallery for better documentation
* Small efficiency tweak in sinkhorn
* Add simple tic() toc() functions for timing
## V0.1.10
*7 Nov 2016*
* numerical stabilization for sinkhorn (log domain and epsilon scaling)
## V0.1.9 DA classes and mapping
*4 Nov 2016*
* Update classes and examples for domain adaptation
* Joint OT matrix and mapping estimation
## V0.1.7
*31 Oct 2016*
* Original Domain adaptation classes
## PyPI version 0.1.3
* pipy works
## First pre-release
*28 Oct 2016*
It provides the following solvers:
* OT solver for the linear program/ Earth Movers Distance [1].
* Entropic regularization OT solver with Sinkhorn Knopp Algorithm [2].
* Bregman projections for Wasserstein barycenter [3] and unmixing [4].
* Optimal transport for domain adaptation with group lasso regularization [5]
* Conditional gradient [6] and Generalized conditional gradient for regularized OT [7].
Some demonstrations (both in Python and Jupyter Notebook format) are available in the examples folder.
|
