glemaitre / datascience_starter_courseLinks
☆11Updated 2 years ago
Alternatives and similar repositories for datascience_starter_course
Users that are interested in datascience_starter_course are comparing it to the libraries listed below
Sorting:
- Repo that groups utility functions for e.g. plotting of Conformal prediction metrics☆17Updated 2 years ago
- A library for Time Series EDA (exploratory data analysis)☆72Updated last year
- Hello world univariate examples for a variety of time series packages.☆57Updated last year
- Forecastable Component Analysis (ForeCA) in Python☆34Updated 2 months ago
- Feature engineering package with sklearn like functionality☆56Updated last year
- Material for PyData NYC Tutorial on Large Scale Timeseries Forecasting☆27Updated 2 years ago
- A framework for calibration measurement of binary probabilistic models☆29Updated last year
- M6-Forecasting competition☆43Updated 2 years ago
- ☆17Updated 2 years ago
- ☆50Updated 4 months ago
- APDTFlow is a modern and extensible forecasting framework for time series data that leverages advanced techniques including neural ordina…☆42Updated 2 months ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆116Updated 4 months ago
- tsbootstrap: generate bootstrapped time series samples in Python☆87Updated 7 months ago
- Lightweight Python implementation of SHAP☆36Updated last month
- Python implementation of binary and multi-class Venn-ABERS calibration☆192Updated last week
- Repository for the explanation method Calibrated Explanations (CE)☆74Updated this week
- ☆115Updated last year
- ☆102Updated 4 months ago
- Calibrated Random Forests☆40Updated 5 years ago
- ☆41Updated last year
- Integrated tool for model development and validation☆33Updated 3 months ago
- Fast implementation of Venn-ABERS probabilistic predictors☆76Updated last year
- Fast CPU and GPU Python implementations of Improved Kernel Partial Least Squares (PLS) by Dayal and MacGregor (1997) and Fast Partition-B…☆32Updated last week
- Fast window operations☆45Updated last year
- Computation of training set (X^T * W * X) and (X^T * W * Y) or (X^T * X) and (X^T * Y) in a cross-validation setting using the fast algor…☆21Updated last month
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆23Updated 11 months ago
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆159Updated 3 years ago
- Probabilistic prediction with XGBoost.☆120Updated 10 months ago
- DataFrame support for scikit-learn.☆63Updated 4 months ago
- Practical Guide to Applied Conformal Prediction, published by Packt☆195Updated this week