DenisVorotyntsev / AutoSeries
Public solution for AutoSeries competition
☆72Updated 5 years ago
Alternatives and similar repositories for AutoSeries:
Users that are interested in AutoSeries are comparing it to the libraries listed below
- Benchmarking different approaches for categorical encoding for tabular data☆172Updated 2 years ago
- Kaggle M5 Forecasting - Uncertainty 4th Place Solution☆31Updated 2 years ago
- Time Series Forecasting Framework☆41Updated 2 years ago
- A memory efficient GBDT on adaptive distributions. Much faster than LightGBM with higher accuracy. Implicit merge operation.☆57Updated 4 years ago
- M5 Uncertainty kaggle competition, 3rd place solution☆38Updated 10 months ago
- Repository for the research and implementation of categorical encoding into a Featuretools-compatible Python library☆51Updated 2 years ago
- Example usage of scikit-hts☆57Updated 2 years ago
- Modification of TabNet as suggested in the Medium article, "The Unreasonable Ineffectiveness of Deep Learning on Tabular Data"☆61Updated last year
- ☆15Updated 5 years ago
- ☆34Updated 6 years ago
- An extension of CatBoost to probabilistic modelling☆142Updated last year
- xverse (XuniVerse) is collection of transformers for feature engineering and feature selection☆117Updated last year
- Python package that optimizes information value, weight-of-evidence monotonicity and representativeness of features for credit scorecard …☆117Updated 2 years ago
- This repository accompanies the paper "Learning Concept Embeddings from Temporal Data" (Meyer, Van Der Merwe, and Coetsee, 2018)☆57Updated 6 years ago
- An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.☆82Updated 3 years ago
- ☆26Updated 5 years ago
- Solution to Corporación Favorita Grocery Sales Forecasting Competition☆28Updated 6 years ago
- Scikit-learn compatible implementation of the Gauss Rank scaling method☆73Updated last year
- Hierarchical Time Series Forecasting with a familiar API☆223Updated last year
- ☆51Updated 6 years ago
- Optuna + LightGBM = OptGBM☆35Updated 2 years ago
- Time Series Forecasting with LightGBM☆81Updated 2 years ago
- Hierarchical Time Series Forecasting using Prophet☆144Updated 3 years ago
- Python implementation of the population stability index (PSI)☆134Updated last year
- ☆167Updated 4 years ago
- Implementations of Quantile Regression☆28Updated 6 years ago
- Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"☆67Updated 7 months ago
- This package gives you the opportunity to use a Target mean Encoding.☆15Updated 3 years ago
- Kaggle Days Paris - Competitive GBDT Specification and Optimization Workshop☆92Updated last year
- AutoGBT is used for AutoML in a lifelong machine learning setting to classify large volume high cardinality data streams under concept-dr…☆114Updated 5 years ago