History¶
0.4.0 (2021-06-22)¶
Added a possibility to serve a trained model using FastAPI
Updated cli
Fixed bugs
Added more unit tests
migrated to gh actions
migrated to poetry
0.3.1 (2020-10-31)¶
Added support for multiple data types (excel, json and html)
Added igel gui as a command
Integrated igel UI
0.3.0 (2020-10-15)¶
Provided a way to use reproducible results
Added support for random state generation
Fixed bug in dataset options
Linked Igel-UI
0.2.9 (2020-10-12)¶
Fixed bug in clustering
added a clustering example using kmeans
added support for clustering arguments
0.2.8 (2020-10-09)¶
implemented hyperparameter search
added a hyperparameter example
0.2.7 (2020-10-05)¶
removed colorama (since it was causing bugs on jupyter)
improved interactive mode
added commands to get version and infos about the package
0.2.6 (2020-10-04)¶
added interactive mode in cli
added colors in cli to improve readability
updated setup
0.2.5 (2020-10-03)¶
fixed igel initialization step
updated examples
added gids to readme
0.2.4 (2020-09-28)¶
added support for json as a configuration file
added support for providing read data options
added CV class support
added cross validation support
0.2.3 (2020-09-26)¶
added clustering support
all clustering classes of sklearn are now supported
0.2.2 (2020-09-23)¶
added init command
users can get started quickly by getting a default yaml file “on the fly”
0.2.1 (2020-09-21)¶
added support for other ensemble models like adaboost, extra trees etc..
0.2.0 (2020-09-19)¶
added the experiment command
fixed bugs in predict
fixed sphinx docs dependencies
0.1.9 (2020-09-18)¶
added support for multioutput regression and classification
fixed bug in preparing predict data
provided a way to evaluate models
changed class from IgelModel to Igel
updated igel cli
0.1.8 (2020-09-13)¶
fixed predict function bugs and added examples
0.1.7 (2020-09-12)¶
implemented optional arguments in sklearn models
0.1.5 (2020-09-10)¶
implemented encoding and scaling methods
0.1.4 (2020-09-08)¶
support for all sklearn models
0.1.3 (2020-09-07)¶
implemented basic dataset operations
0.1.0 (2020-09-05)¶
stable release with an end to end pipeline
0.0.6 (2020-09-01)¶
Added validation on arguments and provided an example
0.0.5 (2020-08-31)¶
Added logging and changed file keyword to yaml_file
0.0.3 (2020-08-30)¶
First functional package
0.0.1 (2020-08-27)¶
First release on PyPI.