- bugfixes
- Fixed MSTUMP/MSTUMPED input dimensions check
- Fixed inconsistent MSTUMP/MSTUMPED output
- features
- Added support for constant subsequences and added unit tests
- Improved GPU memory consumption for self-join
- Added ability to handle NaN and inf values in all matrix profile algorithms (except gpu_stump)
- tasks
- Updated performance table with new performance results, better color scheme, intuitive hardware grouping
- Re-organized ndarray input verification steps
- Added more unit tests and rearranged test order
- Removed Python type hints or type annotations
- Split failing dask unit tests into multiple test files
- Added PR template
- Updated Mac OS X image for Azure Pipelines
- Replaced stddev computation with a memory efficient rolling chunked stddev
- Modified exclusion zone to be symmetrical
- Refactored multi-dimensional mass
- Fixed scenarios where subsequence contains zero mean
- Added explicit PR trigger to Azure Pipelines
- Updated installation instructions to use conda-forge channel
- Fixed time series chains all_c test to handle differences in Python set order
- documentation
- Fixed various typos
- Refactored tutorials for clarity
- bugfixes
- Fixed MSTUMP/MSTUMPED input dimensions check
- Fixed inconsistent MSTUMP/MSTUMPED output
- features
- Added parallel GPU-STUMP (i.e., multi-GPU support) using Python multiprocessing and file I/O
- Added Python type hints/type annotations
- tasks
- Updated performance table and plots with STUMPY.2, GPU-STUMP.1, GPU-STUMP.2, GPU-STUMP.DGX1, and GPU-STUMP.DGX2 results
- Fixed test function names
- Added Python script for easier performance timing conversion
- documentation
- Added window size (m = 50) for performance calculations
- Fixed various typos
- Added missing and improved docstrings
- Replaced Bokeh with Matplotlib
- Updated GPU-STUMP example with multi-GPU support
- features
- Added ability to select GPU device in gpu_stump
- tasks
- Changed all README hyperlinks to double underscores
- Added API links to README
- Added STUMPY circle image (logo)
- Suppressed pytest junit_family deprecation warning
- Replaced
python installwithpython -m pip install .
- bugfixes
- Fixed incorrect GPU output for self joins
- features
- Added array check for NaNs
- Improved test script for CI
- tasks
- Added discourse group at stumpy.discourse.group
- Updated formatting and added newline before logo
- Made logo a hyperlink to Github repo
- Added custom CSS to sphinx theme
- bugfixes
- Fixed Python AST utf8 file reading bug on Windows
- bugfixes
- Fixed driver not found function when no GPU present
- Fixed gpu_stump docstring in RTD
- bugfixes
- Fixed transposed Pandas DataFrame issue #66
- features
- Added GPU support (NVIDIA Only)
- tasks
- Added CHANGELOG
- Added GPU tests for GPU-STUMP
- Added CPU tests (via CUDA simulator) for GPU-STUMP
- Added additional STUMPY logos
- Disabled bidirectional and left indices for FLOSS
- Added STUMPY to Python 3 Statement
- documentation
- Added reference to semantic segmentation
- Added gpu_stump API to RTF
- Added gpu_stump example to README
- Improved docstring for mstump(ed)
- Improved time series chains tutorial
- Added FLUSS to README
- Added missing docstring for FLOSS
- Added FLOSS and FLUSS to RTD API
- Updated docstring DOIs with URLs to primary references
- Added motif discovery to exisiting tutorial
- bugfixes
- Removed incorrect compatibility with Py35
- Split Numba JIT tests tests to ensure proper Dask PyTest teardown
- features
- Added FLUSS and FLOSS
- Added Pandas Series/DataFrame support
- tasks
- Added conda-forge support
- Set up CI with Azure Pipelines
- Added black and flake8 checks
- 100% test coverage
- Added badges
- Added version attr
- Added performance graph
- Published in JOSS
- Added STUMPY logo suite
- Added CHANGELOG
- documentation
- Added RTD documentation
- Added Tutorials
- Added Binder support
- Added NABDConf presentation
- Initial release