SMQTK v0.11.0 Release Notes¶
This minor release includes a number of security and stability fixes for algorithms and the IQR demo web application.
Updates / New Features since v0.10.0¶
Documentation
Updated IQR Demo Application documentation RST file and images to reflect the current state of SMQTK and that process.
Fixes since v0.10.0¶
Algorithms
Classifiers
SVM
Fixed broken large model saving in Python 2, creating parity with Python 3.
Nearest-Neighbors
FAISS
Fixed use of strings for compatibility with Python 2.
Fixed broken large model saving in Python 2, creating parity with Python 3.
FLANN
Fixed broken large model saving in Python 2, creating parity with Python 3.
Hash Index
Scikit-Learn BallTree
Fix
save_model
andload_model
methods for additional compatibility with scikit-learn version 0.20.0.LSH
Fix issue with update and remove methods when constructed with a key-value store structure that use the
frozenset
type.Fix issue with on-the-fly linear hash index build which was previously not correctly setting a set of integers.
Descriptor Generator Plugins
Fix issue with
CaffeDescriptorGenerator
where the GPU would not be appropriately used on a separate thread/process after initialization occurs on the main (or some other) thread.
Docker
IQR Playground
Updated README for better instruction on creating the docker image first.
Caffe image
Resolved an issue with upgrading pip for a newer version of matplotlib.
Documentation
Removed module mocking in sphinx
conf.py
as it has been shown to be brittle to changes in the source code. If we isolate and document a use-case where the mocking becomes relevant again we can bring it back.
Misc.
Update requests and flask package version in
requirements.txt
anddevops/docker/smqtk_wrapper_python/requirements.txt
files due to GitHub security alert.Updated package versions for packages in the
requirements.docs.txt
requirements file.
Utilities
Fixed broken large file writing in Python 2, creating parity with Python 3.
Fixed
iqr_app_model_generation.py
script for the current state of SMQTK functionality.Fixed double logging issue in
python/smqtk/bin/classifyFiles.py
tool.
Web
IQR Search Demo App
Fixed input element autocomplete property value being set from disabled” to the correct value of “off”.
Fix CSRF vulnerability in demo web application front-end.
Fixed sample configuration files for the current state of associated tools.