Ecosyste.ms: Issues

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GitHub / tiepvupsu/tabml issues and pull requests

#274 - upgrade to python 3.10, also upgrade packages

Pull Request - State: closed - Opened by tiepvupsu 8 months ago - 1 comment

#273 - Save GPU availability to config

Pull Request - State: closed - Opened by dev-vula almost 2 years ago - 1 comment

#272 - Feature transformer

Pull Request - State: open - Opened by tiepvupsu almost 2 years ago - 1 comment

#271 - add option to have output_features in transforming features

Pull Request - State: closed - Opened by tiepvupsu almost 2 years ago

#270 - Deprecate feature config index

Pull Request - State: closed - Opened by tiepvupsu almost 2 years ago - 1 comment

#269 - Get rid of index in feature_config_helper

Pull Request - State: closed - Opened by tiepvupsu almost 2 years ago - 1 comment

#268 - Remove index in transforming features

Issue - State: closed - Opened by tiepvupsu almost 2 years ago

#267 - add_feature

Pull Request - State: closed - Opened by quangthangggg almost 2 years ago - 2 comments

#266 - Create makefile

Pull Request - State: closed - Opened by tiepvupsu about 2 years ago - 1 comment

#265 - Add exponential weight model wrapper

Pull Request - State: closed - Opened by ndtu1511 about 2 years ago - 1 comment

#264 - feature_manager: transform_new_samples default transforming_features to None

Pull Request - State: closed - Opened by tiepvupsu about 2 years ago - 1 comment

#263 - add is_training as class param BaseTransformingFeature

Pull Request - State: closed - Opened by ndtu1511 about 2 years ago - 1 comment

#262 - data processing: hash crossed features

Pull Request - State: closed - Opened by tiepvupsu about 2 years ago - 1 comment

#261 - Add pinball loss metrics

Pull Request - State: closed - Opened by tiepvupsu about 2 years ago - 1 comment

#260 - Implement pinball loss for quantile regression

Issue - State: closed - Opened by tiepvupsu about 2 years ago - 2 comments

#259 - a small typing fix

Pull Request - State: closed - Opened by tiepvupsu about 2 years ago - 1 comment

#258 - unhardcode names in model_analysis

Pull Request - State: closed - Opened by tiepvupsu about 2 years ago - 1 comment

#257 - model analysis: separate dataset size for metric computation and explainer computation

Pull Request - State: closed - Opened by tiepvupsu about 2 years ago - 2 comments

#256 - Compute feature importance based on a subset of training data

Issue - State: closed - Opened by tiepvupsu about 2 years ago

#255 - upgrade to codecov action@v3

Pull Request - State: closed - Opened by tiepvupsu about 2 years ago - 1 comment

#254 - upgrade to xgboost 1.7.1

Pull Request - State: closed - Opened by tiepvupsu about 2 years ago

#253 - feature_manager: explicitly convert object to bool

Pull Request - State: closed - Opened by tiepvupsu about 2 years ago - 1 comment

#252 - feature_manager: only convert type of relevant columns after transform_new_samples

Pull Request - State: closed - Opened by tiepvupsu about 2 years ago - 1 comment

#251 - Fix feature manager: convert types for new transformed samples

Pull Request - State: closed - Opened by tiepvupsu about 2 years ago - 1 comment

#250 - Experiment manager: change run_dir to experiments/config_name/timestamp

Pull Request - State: closed - Opened by tiepvupsu about 2 years ago - 1 comment

#249 - Remove mlflow

Pull Request - State: closed - Opened by tiepvupsu about 2 years ago - 1 comment

#248 - model_wrappers: do not save model after training, it's saved in pipeline bundle

Pull Request - State: closed - Opened by tiepvupsu about 2 years ago - 1 comment

#247 - feature_manager: only show computing messages in training mode

Pull Request - State: closed - Opened by tiepvupsu about 2 years ago

#246 - bundle schemas: rename FullPipelineBundle -> PipelineBundle

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#245 - Miscs

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#244 - Initialize classes with either config or path in the same constructors.

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#243 - Init model wrapper from model bundle path

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago

#242 - fix default param of ModelWrapper to get type instead

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago

#241 - Naming: renaem bundle pydantic data (feature_bundle, model_bundle, full_pipeline_bundle)

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#240 - Optional showing feature importance

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#239 - Allow turn off showing feature importance

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#238 - Naming Improvement: FeatureBundle, ModelBundle and FullPipelineBundle

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#237 - improve feature_manager: cleanup load_transformers, add from_config_a…

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#236 - upgrade scipy and numpy, delete comments

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#235 - version 0.2.1

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago

#234 - update package version in setup.py to be consistent with requirements…

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#233 - Pyyaml 6.0

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#232 - Uninstall qcore

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#231 - Parse config: allow receiving yaml_str as input

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#230 - Pipeline initialized by config instead of config_path

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#229 - Fix ExperimentManger -> ExperimentManager

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago

#228 - upgrade catboost to 1.1

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#227 - cleanup inference.py

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#226 - python 3.11

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#225 - Cleanup save transformer

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#224 - simplify model_wrappers

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago

#223 - Model inference cleanup

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago

#222 - Model inference more compact

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#221 - upgrade some packages

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#220 - v0.1.18

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago

#219 - Miscs

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago

#218 - Add ModelInferenceCompact

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#217 - FeatureConfigHelper gets feature config as input for initialization

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago

#216 - Simplify inference code

Issue - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#215 - upgrade sklearn to 1.1.2

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#214 - Update requirements.txt

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#213 - add Install Protoc back to python-package.yml

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago

#212 - update shape.Explainer syntax

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago - 1 comment

#211 - Revert "support python 3. 9"

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago

#210 - upgrade some packages

Pull Request - State: closed - Opened by tiepvupsu over 2 years ago

#209 - support python 3. 9

Pull Request - State: closed - Opened by tiepvupsu almost 3 years ago - 1 comment

#208 - Data loader replacement

Issue - State: open - Opened by lettergram about 3 years ago

#207 - fix prediction paths

Pull Request - State: closed - Opened by tiepvupsu about 3 years ago - 1 comment

#206 - Fix features in model training and model analysis

Pull Request - State: closed - Opened by tiepvupsu about 3 years ago - 1 comment

#205 - try adding a feature_to_model to model analysis feature list

Pull Request - State: closed - Opened by tiepvupsu about 3 years ago

#204 - set upper bound for numpy version

Pull Request - State: closed - Opened by tiepvupsu about 3 years ago - 1 comment

#203 - Allow selecting feature importance algorithms

Issue - State: open - Opened by tiepvupsu over 3 years ago

#202 - Add option to skip mlflow

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#201 - stacking: add sample pipeline config

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#200 - schemas: add PredictionFeature

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#199 - Mw load or train

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#198 - model_wrapper: allow initializing with model_path

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#197 - feature_manager: make transforming feature methods more clear

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#196 - feature_manager: rename transforming feature related methods

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago

#195 - refactor feature config helper

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago

#194 - rename feature related attributes in feature config helper

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#193 - Allow unordered indexing in feature configs

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#192 - remove double quotes in yaml configs

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#191 - Fix housing model wrapper inheritance order

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago

#190 - Add R2 metrics

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#189 - replace yaml.load by yaml.safe_load()

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago

#188 - Prediction features

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#187 - custom model wrapper specified in config

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#186 - Test2

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago

#185 - Remove __init__ in examples

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago

#184 - Move examples/ and tests/ to tabml/

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#183 - Remove init examples

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#182 - housing: move custom model wrappers to a separate file

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#181 - Specify custom model wrapper in pipeline config!

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago

#180 - Support prediction features

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago

#179 - Change model_cls to sklearn_cls in pipeline_config

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#166 - add readme to pypi page

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#157 - [WIP] visualize feature dependency graph

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 2 comments

#151 - [WIP] TabNet

Pull Request - State: closed - Opened by tiepvupsu over 3 years ago - 1 comment

#112 - Integrate with SHAP

Issue - State: open - Opened by tiepvupsu over 3 years ago - 1 comment
Labels: enhancement