Change Log

All changes to 'hpelm' toolbox will be documented in this file.

[1.0.11] - 22-12-2024

Fixed

Changed tests to pytest
Fixed deprecated np.int
Fixed data paths for automatic testing; testing works with pytest in Git root
Fixed wrong argument type in string formatting in error messages

[1.0.10] - 13-05-2024

New

Save and load model with string I/O in addition to files

[1.0.9] - 24-05-2018

Fixed

Python 3 support for hdf5_tools, bug fixing

[1.0.6] - 22-03-2018

Fixed

Python 3 bug on module import with GPU acceleration

[1.0.5] - 22-03-2016

Fixed

Python 3 compatibility

[1.0.3] - 22-03-2016

Fixed

Fixed a bug with "icount" size

[1.0.3] - 15-03-2016

Fixed

HPELM loading, various small errors

New

Online docs how to run HP-ELM in parallel on many computers

[1.0.2] - 25-01-2016

Fixed

Install requirements

[1.0.1] - 21-01-2016

New

Major toolbox update
Support for Nvidia GPU with Scikit-CUDA, no compilation needed

[0.6.13] - 18-08-2015

Fixed

Fixed a bug (typo) which caused HPELM to skip the last batch of data in training/predicting/etc.

[0.6.14] - 19-08-2015

New

Added asyncronous HDF5 file reading in HPELM.predict(). The program must be able to spawn a separate process.

[0.6.16] - 19-08-2015

Fixed

Asyncronous HDF5 file reading now setting "async_io=True" in HPELM.predict(). On Windows, make sure you use 'if name == "main"' construction in your main code, or async reader will not start.

[0.6.20] - 20-08-2015

New

Working Asyncronous I/O! for HDF5 files with multiprocessing. Use HPELM.train_async() and HPELM.predict_async()

[0.6.21] - 03-09-2015

New

Fixed a small GPU function name bug

[0.6.22] - 03-09-2015

New

Fixed confusion matrix bug