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[FEATURE]: TODOs for future models to be added ... #62

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amirhessam88 opened this issue Mar 23, 2021 · 0 comments
Open

[FEATURE]: TODOs for future models to be added ... #62

amirhessam88 opened this issue Mar 23, 2021 · 0 comments
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backlog Backlog enhancement New feature or request

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@amirhessam88
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amirhessam88 commented Mar 23, 2021

Here, we can track the progress of the TODOs. Please add your ideas here:

  1. Classification
    • [:heavy_check_mark:] XGBoostClassifier
    • [:heavy_check_mark:] XGBoostCVClassifier
    • [:heavy_check_mark:] GLMNetCVClassifier
    • [:x:] NGBoost
  2. Regression
    • [:heavy_check_mark:] XGBoostRegressor
    • [:heavy_check_mark:] XGBoostCVRegressor
    • [:heavy_check_mark:] GLMNetCVRegressor
    • [:x:] NGBoost
  3. Clustering
    • [:x:]
  4. Time Series
    • [:x:]
  5. Feature Selection
    • [:heavy_check_mark:] XGBoostFeatureSelector
    • [:x:] GLMNetFeatureSelector
  6. Optimization
    • [:heavy_check_mark:] XGBoostClassifierBayesianOpt
    • [:heavy_check_mark:] XGBoostClassifierHyperOpt
    • [:x:] Optuna
  7. Metrics
    • [:heavy_check_mark:] BinaryClassificationMetrics
    • [:heavy_check_mark:] RegressionMetrics
  8. Pipeline
    • [:x:] ClassificationPipeline
    • [:x:] RegressionPipeline
  9. Plotting
    • [:x:] Plot-nFolds-ROC-Curve
    • [:x:] Plot-nFolds-PR-Curve
    • [:x:] SHAP Plots for GLMNetCVClassifier and GLMNetCVRegressor classes
    • [:x:] CV Plots for XGBoostClassifierBayesianOpt class
  10. NIPS Paper
    • [:heavy_check_mark:] Tamplate
    • [:heavy_check_mark:] Submission
  11. JOSS Paper
    • [:heavy_check_mark:] Tamplate
    • [:x:] Submission
  12. Documentation
    • [:x:] Tamplate
@amirhessam88 amirhessam88 changed the title TODO List [FEATURE]: TODOs for future models to be added ... May 30, 2022
@amirhessam88 amirhessam88 added the enhancement New feature or request label May 30, 2022
@amirhessam88 amirhessam88 pinned this issue Sep 10, 2022
@amirhessam88 amirhessam88 unpinned this issue Sep 10, 2022
@amirhessam88 amirhessam88 added the backlog Backlog label Dec 21, 2022
@amirhessam88 amirhessam88 moved this to 📋 Backlog in SlickML Task Board Dec 21, 2022
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