Skip to content
GitLab
Explore
Sign in
Primary navigation
Search or go to…
Project
bob.bio.gmm
Manage
Activity
Members
Labels
Plan
Issues
Issue boards
Milestones
Code
Merge requests
Repository
Branches
Commits
Tags
Repository graph
Compare revisions
Build
Pipelines
Jobs
Pipeline schedules
Artifacts
Deploy
Releases
Model registry
Operate
Environments
Monitor
Incidents
Analyze
Value stream analytics
Contributor analytics
CI/CD analytics
Repository analytics
Model experiments
Help
Help
Support
GitLab documentation
Compare GitLab plans
GitLab community forum
Contribute to GitLab
Provide feedback
Keyboard shortcuts
?
Snippets
Groups
Projects
This is an archived project. Repository and other project resources are read-only.
Show more breadcrumbs
bob
bob.bio.gmm
Commits
363378b5
Commit
363378b5
authored
3 years ago
by
Yannick DAYER
Browse files
Options
Downloads
Patches
Plain Diff
[refactor] isort, flake8
parent
89d8f391
Branches
Branches containing commit
No related tags found
1 merge request
!28
Adapt to `bob.learn.em` API changes
Pipeline
#58617
passed
3 years ago
Stage: build
Changes
2
Pipelines
1
Show whitespace changes
Inline
Side-by-side
Showing
2 changed files
bob/bio/gmm/algorithm/GMM.py
+10
-4
10 additions, 4 deletions
bob/bio/gmm/algorithm/GMM.py
bob/bio/gmm/test/test_gmm.py
+0
-1
0 additions, 1 deletion
bob/bio/gmm/test/test_gmm.py
with
10 additions
and
5 deletions
bob/bio/gmm/algorithm/GMM.py
+
10
−
4
View file @
363378b5
...
...
@@ -13,8 +13,8 @@ This adds the notions of models, probes, enrollment, and scores to GMM.
import
copy
import
logging
from
typing
import
Union
from
typing
import
Callable
from
typing
import
Union
import
dask
import
dask.array
as
da
...
...
@@ -24,9 +24,9 @@ from h5py import File as HDF5File
from
sklearn.base
import
BaseEstimator
from
bob.bio.base.pipelines.vanilla_biometrics.abstract_classes
import
BioAlgorithm
from
bob.learn.em
import
KMeansMachine
from
bob.learn.em
import
GMMMachine
from
bob.learn.em
import
GMMStats
from
bob.learn.em
import
KMeansMachine
from
bob.learn.em
import
linear_scoring
logger
=
logging
.
getLogger
(
__name__
)
...
...
@@ -50,7 +50,9 @@ class GMM(BioAlgorithm, BaseEstimator):
number_of_gaussians
:
int
,
# parameters of UBM training
kmeans_training_iterations
:
int
=
25
,
# Maximum number of iterations for K-Means
kmeans_init_iterations
:
Union
[
int
,
None
]
=
None
,
# Maximum number of iterations for K-Means init
kmeans_init_iterations
:
Union
[
int
,
None
]
=
None
,
# Maximum number of iterations for K-Means init
kmeans_oversampling_factor
:
int
=
64
,
ubm_training_iterations
:
int
=
25
,
# Maximum number of iterations for GMM Training
training_threshold
:
float
=
5e-4
,
# Threshold to end the ML training
...
...
@@ -117,7 +119,11 @@ class GMM(BioAlgorithm, BaseEstimator):
# Copy parameters
self
.
number_of_gaussians
=
number_of_gaussians
self
.
kmeans_training_iterations
=
kmeans_training_iterations
self
.
kmeans_init_iterations
=
kmeans_training_iterations
if
kmeans_init_iterations
is
None
else
kmeans_init_iterations
self
.
kmeans_init_iterations
=
(
kmeans_training_iterations
if
kmeans_init_iterations
is
None
else
kmeans_init_iterations
)
self
.
kmeans_oversampling_factor
=
kmeans_oversampling_factor
self
.
ubm_training_iterations
=
ubm_training_iterations
self
.
training_threshold
=
training_threshold
...
...
This diff is collapsed.
Click to expand it.
bob/bio/gmm/test/test_gmm.py
+
0
−
1
View file @
363378b5
...
...
@@ -18,7 +18,6 @@
# along with this program. If not, see <http://www.gnu.org/licenses/>.
import
logging
import
os
import
tempfile
import
numpy
...
...
This diff is collapsed.
Click to expand it.
Preview
0%
Loading
Try again
or
attach a new file
.
Cancel
You are about to add
0
people
to the discussion. Proceed with caution.
Finish editing this message first!
Save comment
Cancel
Please
register
or
sign in
to comment