tinytopics 0.3.0

Improvements

• Refactor the code to use a more functional style and add type hints to improve code clarity (#9).

tinytopics 0.2.0

New features

• Add scale_color_tinytopics() to support the coloring need for arbitrary number of topics (#4).

Improvements

• Simplify hyperparameter tuning by adopting modern stochastic gradient methods. fit_model() now uses a combination of the AdamW optimizer (with weight decay) and the cosine annealing (with warm restarts) scheduler (#2).

Bug fixes

• Fix "Structure plot" y-axis range issue by adding a normalize_rows argument to plot_structure() for normalizing rows so that they all sum exactly to 1, and explicitly setting the y-axis limit to [0, 1]. (#1).

Documentation

• Add text data topic modeling example article (#7).

tinytopics 0.1.3

Improvements

• Reorder arguments in plotting functions to follow conventions.

tinytopics 0.1.2

Improvements

• Reduce the minimum version requirement for all dependencies in pyproject.toml.

Documentation

• Add more details on PyTorch installation in README.md.
• Improve text quality in articles.

tinytopics 0.1.1

Improvements

• Add CHANGELOG.md to record changes.
• Add essential metadata to pyproject.toml.

tinytopics 0.1.0

New features

• First version.