This release includes a new MLLM backend which is a Python implementation of the Maui-like Lexical Matching algorithm. It was inspired by the Maui algorithm (by Alyona Medelyan), but not a direct reimplementation. It is meant for long full-text documents and like Maui, it needs to be trained with a relatively small number (hundreds or thousands) of manually indexed documents so that the algorithm can choose the right mix of heuristics that achieves best results on a particular document collection. See the MLLM Wiki page for more information. New features include the possibility to configure two project parameters: min_token_length can be set in the analyzer parameters; e.g. setting the value to 2 allows the word "UK" to pass to a backend,...
This release brings support for running Annif within a Docker container, online API documentation pu...
This is a cleanup and bugfix release that renames some methods and commands but brings no real new f...
This is a patch release that fixes bugs surfaced and found after 0.54.0 release. In particular, inst...
This release includes a new STWFSA backend which is a wrapper around STWFSAPY, a lexical algorithm b...
This release adds a new --jobs parameter for the annif train command, which allows easy control of t...
This release includes a new maui backend for integrating Annif with Maui Server, a REST service wrap...
This release includes a new omikuji backend to support tree-based extreme multilabel classification ...
This release includes a new language filtering feature. This input-transform filters out sentences o...
This release includes improvements in training by reducing memory usage and adds the --cached option...
This release includes a new trainable ensemble backend based on a neural network (nn_ensemble) and s...
This release brings a major upgrade of the fastText library, switching from the old fasttextmirror p...
This release adds two new backends, YAKE and SVC. The YAKE backend is a wrapper around the YAKE libr...
This bugfix release fixes a problem with the Maui backend that was introduced by the parameter overr...
New in this release: #230 / #249 / #252 / #253 / #254 / #256 New vw_multi backend based on the Vowp...
This release changes the Python version requirement to 3.6+ and drops the usage of Pipenv in develop...
This release brings support for running Annif within a Docker container, online API documentation pu...
This is a cleanup and bugfix release that renames some methods and commands but brings no real new f...
This is a patch release that fixes bugs surfaced and found after 0.54.0 release. In particular, inst...
This release includes a new STWFSA backend which is a wrapper around STWFSAPY, a lexical algorithm b...
This release adds a new --jobs parameter for the annif train command, which allows easy control of t...
This release includes a new maui backend for integrating Annif with Maui Server, a REST service wrap...
This release includes a new omikuji backend to support tree-based extreme multilabel classification ...
This release includes a new language filtering feature. This input-transform filters out sentences o...
This release includes improvements in training by reducing memory usage and adds the --cached option...
This release includes a new trainable ensemble backend based on a neural network (nn_ensemble) and s...
This release brings a major upgrade of the fastText library, switching from the old fasttextmirror p...
This release adds two new backends, YAKE and SVC. The YAKE backend is a wrapper around the YAKE libr...
This bugfix release fixes a problem with the Maui backend that was introduced by the parameter overr...
New in this release: #230 / #249 / #252 / #253 / #254 / #256 New vw_multi backend based on the Vowp...
This release changes the Python version requirement to 3.6+ and drops the usage of Pipenv in develop...
This release brings support for running Annif within a Docker container, online API documentation pu...
This is a cleanup and bugfix release that renames some methods and commands but brings no real new f...
This is a patch release that fixes bugs surfaced and found after 0.54.0 release. In particular, inst...