vendor/tomotopy/README.rst in tomoto-0.1.2 vs vendor/tomotopy/README.rst in tomoto-0.1.3

- old
+ new

@@ -34,11 +34,11 @@ * Correlated Topic Model (`tomotopy.CTModel`) * Dynamic Topic Model (`tomotopy.DTModel`). Please visit https://bab2min.github.io/tomotopy to see more information. -The most recent version of tomotopy is 0.9.1. +The most recent version of tomotopy is 0.10.0. Getting Started --------------- You can install tomotopy easily using pip. (https://pypi.org/project/tomotopy/) :: @@ -259,10 +259,21 @@ `tomotopy` is licensed under the terms of MIT License, meaning you can use it for any reasonable purpose and remain in complete ownership of all the documentation you produce. History ------- +* 0.10.0 (2020-12-19) + * The interface of `tomotopy.utils.Corpus` and of `tomotopy.LDAModel.docs` were unified. Now you can access the document in corpus with the same manner. + * __getitem__ of `tomotopy.utils.Corpus` was improved. Not only indexing by int, but also by Iterable[int], slicing are supported. Also indexing by uid is supported. + * New methods `tomotopy.utils.Corpus.extract_ngrams` and `tomotopy.utils.Corpus.concat_ngrams` were added. They extracts n-gram collocations using PMI and concatenates them into a single words. + * A new method `tomotopy.LDAModel.add_corpus` was added, and `tomotopy.LDAModel.infer` can receive corpus as input. + * A new module `tomotopy.coherence` was added. It provides the way to calculate coherence of the model. + * A paramter `window_size` was added to `tomotopy.label.FoRelevance`. + * An issue was fixed where NaN often occurs when training `tomotopy.HDPModel`. + * Now Python3.9 is supported. + * A dependency to py-cpuinfo was removed and the initializing of the module was improved. + * 0.9.1 (2020-08-08) * Memory leaks of version 0.9.0 was fixed. * `tomotopy.CTModel.summary()` was fixed. * 0.9.0 (2020-08-04) @@ -378,5 +389,23 @@ * 0.1.3 (2019-05-19) * The parameter `min_cf` and its stopword-removing function were added for all topic models. * 0.1.0 (2019-05-12) * First version of **tomotopy** + +Bindings for Other Languages +------------------------------ + +* Ruby: https://github.com/ankane/tomoto + +Bundled Libraries and Their License +------------------------------------ +* Eigen: + This application uses the MPL2-licensed features of Eigen, a C++ template library for linear algebra. + A copy of the MPL2 license is available at https://www.mozilla.org/en-US/MPL/2.0/. + The source code of the Eigen library can be obtained at http://eigen.tuxfamily.org/. + +* EigenRand: `MIT License + <licenses_bundled/EigenRand>`_ + +* Mapbox Variant: `BSD License + <licenses_bundled/MapboxVariant>`_