heidelbergcement / hcrystalballLinks
A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosystem.
☆150Updated last year
Alternatives and similar repositories for hcrystalball
Users that are interested in hcrystalball are comparing it to the libraries listed below
Sorting:
- scikit-learn-inspired time series☆200Updated last year
- Tries to shrink your Pandas column dtypes with no data loss so you have more spare RAM☆84Updated last year
- Hierarchical Time Series Forecasting with a familiar API☆224Updated 2 years ago
- Time should be taken seer-iously☆316Updated 2 years ago
- a python grammar for evolutionary algorithms and heuristics☆190Updated 3 years ago
- DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)☆204Updated 3 years ago
- vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distr…☆121Updated 5 months ago
- Automated Data Science and Machine Learning library to optimize workflow.☆104Updated 2 years ago
- Data Analysis Baseline Library☆132Updated 7 months ago
- Python package for Imputation Methods☆248Updated last year
- DeltaPy - Tabular Data Augmentation (by @firmai)☆547Updated last year
- Buy Till You Die and Customer Lifetime Value statistical models in Python.☆117Updated last year
- DataFrame support for scikit-learn.☆63Updated last year
- stratx is a library for A Stratification Approach to Partial Dependence for Codependent Variables☆66Updated last year
- Bulwark is a package for convenient property-based testing of pandas dataframes.☆225Updated 5 years ago
- An extension of CatBoost to probabilistic modelling☆144Updated last year
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Updated 4 years ago
- Phi_K correlation analyzer library☆164Updated 4 months ago
- Supervised forecasting of sequential data in Python.☆55Updated 6 years ago
- Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.☆77Updated last year
- General Interpretability Package☆58Updated 2 years ago
- Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbation…☆165Updated 4 months ago
- python library for automated dataset normalization☆115Updated last year
- Hierarchical Time Series Forecasting using Prophet☆144Updated 4 years ago
- Confidence intervals for scikit-learn forest algorithms☆288Updated 2 months ago
- Python package for causal inference using Bayesian structural time-series models.☆240Updated 4 years ago
- Better `keras` models for time series and beyond☆61Updated last year
- SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.☆150Updated 2 months ago
- A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python☆271Updated this week
- PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.☆459Updated 2 months ago