18.12.0
Downloads
adams-basic-app -- minimalistic application with Weka, Groovy, spreadsheet, visualstats (zip)
adams-base-all -- contains all basic modules (zip)
adams-addons-all -- contains all basic modules and addons modules (zip)
adams-ml-app -- contains machine learning, scripting and spreadsheet modules (zip)
adams-spectral-app -- contains module for handling spectra (2-dimensional spectra like NIR, MIR, XRF and 3-way data like EEM fluorescence spectra) spreadsheet modules and Weka module (zip)
adams-deeplearning-spectral-app -- same as adams-spectral-app but with deep learning modules (zip)
adams-annotator -- application for annotating videos with meta-data, e.g., for monitoring rodent behavior in lab environments (zip)
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additional libraries
CUDA 8.0 support for multiway-algorithms (zip)
Highlights
Over 70 new actors, nearly 20 new conversions
Removed deeplearning4j module (not stable enough, constant API changes)
Removed Java support for Microsoft's CNTK deep learning framework (too specific to one version of CNTK)
New modules: python, mongo-db, rest, 3-way data, audio, ffmpeg, tensorflow
Forked adams-weka into adams-weka-lts to provide our commercial clients with a stable Weka API (affects only the spectral applications)
New tabs in the WEKA Investigator: Compare, Data query, ICA
Now compiles and works under Java 9+
SQL Workbench tool for running SELECT, UPDATE, DELETE queries
Find in files tool for locating files that contain text (simple substring or regular expression matching)
Image annotations can be bounding boxes or polygons now
File-based cross-validation, train/test splits, to be used for generating deeplearning datasets
More variants of partial least squares added
lots of speed improvements when working with large flows, i.e., flows with several 10,000 actors (load/save/undo/redo)
Publish/subscribe framework for sending notifications (used within RATS)
Support for xz and zstd compression
Switched some tools from multi-tab to multi-page, in order to save vertical space and make better use of widescreen monitors
Added support for undo for tab- or multi-page-based tools
Launching ADAMS
Unzip the archive and execute the appropriate shell/batch script from a terminal:
Linux/Unix/OSX:
bin/run
Windows:
bin/run.bat