Releases: blobcity/autoai
Releases · blobcity/autoai
v0.0.6
v0.0.5
- Improved progress bar now shows the three steps of training
- Significant performance improvements on
train()function - Increased usage options for
predict()function.
v0.0.2
Key Changes
Includes important bug fixes. Wider model catalogue added. Code generation introduced for both py and ipynb files.
What's Changed
- Update Scaling and Feature Transformation list by @Thilakraj1998 in #1
- Auto Data Clean,Feature Selection & YAML Generator by @Thilakraj1998 in #2
- fixed issue in identifying problem type by @Thilakraj1998 in #4
- Auto Model Selection and Trained model Class by @Thilakraj1998 in #6
- Added setup,pyproject and contributing.md update by @Thilakraj1998 in #7
- setup config update by @Thilakraj1998 in #11
- minor fixes by @Thilakraj1998 in #15
- minor fix by @Thilakraj1998 in #16
- minor value change by @Thilakraj1998 in #17
- Removed access to other functions by @Thilakraj1998 in #19
- Added Cv Score log output by @Thilakraj1998 in #22
- Added Metric Statsics by @Thilakraj1998 in #23
- Pandas DataFrame support to train function by @balamurugan1603 in #27
- solves issue #20 by @sreyan-ghosh in #26
- minor fix by @Thilakraj1998 in #29
- minor fix by @Thilakraj1998 in #30
- changed parameter from file_path to file by @sanketsarang in #36
- Added XGBClassifier by @balamurugan1603 in #50
- Loading CSV from URL by @balamurugan1603 in #35
- XGBClassifier Parameter Config fix by @Thilakraj1998 in #56
- BernoulliNB classifier config hyperparams updated by @melan96 in #55
- minor fix by @Thilakraj1998 in #75
- minor fix by @Thilakraj1998 in #76
- Minor fix by @Thilakraj1998 in #79
- Added example Regression & Classification Tests by @sanketsarang in #80
- Load Functionality Change by @Thilakraj1998 in #81
- Moved test files to base folder by @sanketsarang in #84
- adaboost-clf added. hyperparams adjusted. by @melan96 in #77
- regressor-poissonregressor added to source by @melan96 in #83
- Added HistGradientBoostingClassifier to Classifier Config by @Devolta05 in #85
- minor fix by @Thilakraj1998 in #87
- regressor sgd fixes added on lossfunction by @melan96 in #86
- Added the parameters for the Nearest Centroid by @Tanuj2552 in #88
- minor fix by @Thilakraj1998 in #90
- minor fix by @Thilakraj1998 in #92
- Added SGDClassifier to
classifier_config.pyby @Devolta05 in #91 - minor fix by @Thilakraj1998 in #93
- Enhanced Docs by @sanketsarang in #94
- Added AdaBoostRegressor by @26tanishabanik in #89
- minor fix by @Thilakraj1998 in #96
- Configuration Minor fix by @Thilakraj1998 in #97
- minor fix by @Thilakraj1998 in #101
- minor fix by @Thilakraj1998 in #102
- Major Enhancement by @Thilakraj1998 in #105
- Added the parameters for Lasso Regressor by @Tanuj2552 in #98
- Added RadiusNeighborsClassifier by @aadityasinha-dotcom in #51
- Modified the parameters for Lasso Regressor by @Tanuj2552 in #100
- Added Lars model to regressor_config.py by @SaharshLaud in #106
- Minor fix by @Thilakraj1998 in #113
- Added Categorical Naive Bayes to
classifier_config,pyby @Devolta05 in #99 - Minor fix by @Thilakraj1998 in #117
- Minor fix by @Thilakraj1998 in #118
- Added LassoLars by @naresh1205 in #114
- Added Bayesian Ridge Config by @Bhumika0201 in #119
- Minor fix by @Thilakraj1998 in #120
- Minor bug fix by @Thilakraj1998 in #124
- Added configuration for ElasticNet by @Bhumika0201 in #121
- config added for MultinomialNB by @Bhumika0201 in #126
- replaced unique( ) function of target_length by @Cipher-unhsiV in #104
- Add XGBoost Regressor by @vedantbahel in #125
- Added ARDRegressor model to regressor_config.py by @SaharshLaud in #127
- CodeGen - Support for ipynb files by @Thilakraj1998 in #128
- Added catboost regressor to regressor configuration by @Devolta05 in #110
- Minor fix CatboostRegressor configuration by @Thilakraj1998 in #130
- Added Gamma Regressor by @aadityasinha-dotcom in #129
- Minor addition by @Thilakraj1998 in #131
- minor fix by @Thilakraj1998 in #132
- Added PassiveAggressiveRegressor by @aadityasinha-dotcom in #135
- Added RadiusNeighborRegressor by @aadityasinha-dotcom in #134
- Added LightGBM model to regressor_config.py by @SaharshLaud in #133
- Minor fix by @Thilakraj1998 in #138
- Added Perceptron classifier to classifier_config.py by @SaharshLaud in #142
- minor fix by @Thilakraj1998 in #143
- Hacktoberfest Issue-137 Drop rows with more than 50% NANs by @TamannaBhasin27 in #144
- Minor Enhancement by @Thilakraj1998 in #145
- Minor fix by @Thilakraj1998 in #146
New Contributors
- @Thilakraj1998 made their first contribution in #1
- @balamurugan1603 made their first contribution in #27
- @sreyan-ghosh made their first contribution in #26
- @sanketsarang made their first contribution in #36
- @melan96 made their first contribution in #55
- @Devolta05 made their first contribution in #85
- @Tanuj2552 made their first contribution in #88
- @26tanishabanik made their first contribution in #89
- @aadityasinha-dotcom made their first contribution in #51
- @SaharshLaud made their first contribution in #106
- @naresh1205 made their first contribution in #114
- @Bhumika0201 made their first contribution in #119
- @Cipher-unhsiV made their first contribution in #104
- @vedantbahel made their first contribution in #125
- @TamannaBhasin27 made their first contribution in #144
Full Changelog: https://github.com/blobcity/autoai/commits/v0.0.2
