Data

Tools

Indexes

Applications

Experiments

Open Source Science

Recent Releases of TX$^2$

TX$^2$ - v1.3.1

Removed

  • Dependency pins for python version, should work for python 3.9-3.12

Scientific Software - Peer-reviewed - Python
Published by WarmCyan about 1 year ago

TX$^2$ - v1.3.0

Fixed

  • Custom encode functions that return dictionaries of tensors/arrays not working.

Removed

  • Dependency pins, all basic functionality tested with latest dependency versions.

Scientific Software - Peer-reviewed - Python
Published by WarmCyan about 1 year ago

TX$^2$ - v1.2.1

Added

  • Profiler script.

Changed

  • Performance enhancements by using batch operations in hugging face and torch. All interaction functions now need to support accepting an array of texts. (The encoding function has changed as a result.)

Fixed

  • Corrected bug in how summation is occuring in sortsaliencemap() and added unit test.

Scientific Software - Peer-reviewed - Python
Published by WarmCyan over 3 years ago

TX$^2$ - v1.1.0

Added

  • Suggested dev_env.yml environment for contributors.
  • API update to devices where "mps" is now checked in addition to "cuda".

Changed

  • Stopwords will be from tx2 init rather than nltk download.
  • Bumped package versions.
  • Specified package versions in requirements and setup.py.
  • Updating example jupyter notebooks to use new versions of packages.
  • Datasources in jupyter example notebooks.

Fixed

  • Updated to patched numpy version 1.22.
  • Potential issue in calc.frequentwordsin_cluster() where clusters of empty string values would stop computation.

Scientific Software - Peer-reviewed - Python
Published by WarmCyan over 3 years ago

TX$^2$ - v1.0.2

Fixed

  • Wrapper function still expecting pandas series instead of numpy array.
  • missing nltk.download("stopwords")

Scientific Software - Peer-reviewed - Python
Published by WarmCyan over 3 years ago

TX$^2$ - v1.0.1

Added

  • Example notebook demonstrating using TX2 with a huggingface model with sequence classification head, rather than a custom torch implementation.
  • Pre-commit hooks.

Changed

  • Add support for huggingface sequence classification head to default interaction functions.

Fixed

  • Code formatting to fix flake8-indicated issues.

Scientific Software - Peer-reviewed - Python
Published by WarmCyan almost 4 years ago

TX$^2$ - v1.0.0

We're considering this library's API relatively stable at this point, so we're making this our 1.0 release and will be following semver for any future updates!

Notable changes from pre-1.0 version: * The wrapper class now takes numpy arrays and/or pandas series rather than dataframes and column names for the training and testing data. (See the wrapper docs and the second code block in basic usage#default-approach for an example) * We have unit tests now! They can be run with pytest from the project root * The cuda torch device can be overridden for the default encoding handler, this is passed to the wrapper constructor with cuda_device * Version specifications are added for several of the required dependencies * Many various bug fixes

Scientific Software - Peer-reviewed - Python
Published by WarmCyan about 4 years ago