btrotta / kaggle-m5Links
Top 3% solution for Kaggle M5 Accuracy competition
☆24Updated 5 years ago
Alternatives and similar repositories for kaggle-m5
Users that are interested in kaggle-m5 are comparing it to the libraries listed below
Sorting:
- Kaggle M5 Forecasting - Uncertainty 4th Place Solution☆33Updated 3 years ago
- Example usage of scikit-hts☆57Updated 3 years ago
- xverse (XuniVerse) is collection of transformers for feature engineering and feature selection☆117Updated 2 years ago
- An unsupervised feature selection technique using supervised algorithms such as XGBoost☆90Updated last year
- NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for …☆108Updated 3 years ago
- Time series forecasting with tree ensembles☆13Updated 4 years ago
- hgboost is a python package for hyper-parameter optimization for xgboost, catboost or lightboost using cross-validation, and evaluating t…☆65Updated 8 months ago
- Optuna + LightGBM = OptGBM☆35Updated 3 years ago
- My second place solution in the M5 Accuracy competition☆73Updated 5 years ago
- TabNet for fastai☆124Updated last month
- Repository for the research and implementation of categorical encoding into a Featuretools-compatible Python library☆51Updated 3 years ago
- Wrap-up to automatically tune xgboost in Python.☆80Updated 4 years ago
- Hierarchical Time Series Forecasting with a familiar API☆225Updated 2 years ago
- Hierarchical Time Series Forecasting using Prophet☆144Updated 4 years ago
- Public solution for AutoSeries competition☆72Updated 5 years ago
- Pre-processing database using pre-written functions☆20Updated 5 years ago
- M5 Uncertainty kaggle competition, 3rd place solution☆40Updated last year
- Using Kafka-Python to illustrate a ML production pipeline☆112Updated 2 years ago
- Developmental tools to detect data drift☆18Updated last year
- An extension of CatBoost to probabilistic modelling☆148Updated 2 years ago
- scikit-learn compatible tools for building credit risk acceptance models☆104Updated 9 months ago
- Validation for forecasts☆17Updated 2 years ago
- Learn Pyro through the M5 forecasting competition☆86Updated 5 years ago
- Python framework for a good neural network for the Makidrakis 5 (M5) competition hosted on Kaggle.☆22Updated 5 years ago
- zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range fr…☆250Updated 4 months ago
- An updated (2025) guide to Deep Learning for tabular data, comparing a fine-tuned Keras 3 (PyTorch backend) DNN and an Optuna-optimized…☆47Updated 2 months ago
- Better `keras` models for time series and beyond☆61Updated last year
- Probabilistic Gradient Boosting Machines☆157Updated last year
- Makes Interactive Chart Widget, Cleans raw data, Runs baseline models, Interactive hyperparameter tuning & tracking☆55Updated 3 years ago
- stratx is a library for A Stratification Approach to Partial Dependence for Codependent Variables☆66Updated last year