v0.0.2 · blobcity autoai · Discussion #147 · GitHub

sanketsarang
Oct 18, 2021
Maintainer

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

New Contributors

@Thilakraj1998 made their first contribution in Update Scaling and Feature Transformation list #1
@balamurugan1603 made their first contribution in Pandas DataFrame support to train function #27
@sreyan-ghosh made their first contribution in solves issue #20 #26
@sanketsarang made their first contribution in changed parameter from file_path to file #36
@melan96 made their first contribution in BernoulliNB classifier config hyperparams updated #55
@Devolta05 made their first contribution in Added HistGradientBoostingClassifier to Classifier Config #85
@Tanuj2552 made their first contribution in Added the parameters for the Nearest Centroid #88
@26tanishabanik made their first contribution in Added AdaBoostRegressor #89
@aadityasinha-dotcom made their first contribution in Added RadiusNeighborsClassifier #51
@SaharshLaud made their first contribution in Added Lars model to regressor_config.py #106
@naresh1205 made their first contribution in Added LassoLars #114
@Bhumika0201 made their first contribution in Added Bayesian Ridge Config #119
@Cipher-unhsiV made their first contribution in replaced unique( ) function of target_length #104
@vedantbahel made their first contribution in Add XGBoost Regressor #125
@TamannaBhasin27 made their first contribution in Hacktoberfest Issue-137 Drop rows with more than 50% NANs #144

Full Changelog: https://github.com/blobcity/autoai/commits/v0.0.2

This discussion was created from the release v0.0.2.

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