SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.
☆154Apr 19, 2025Updated last year
Alternatives and similar repositories for probatus
Users that are interested in probatus are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- scikit-learn compatible tools for building credit risk acceptance models☆112Feb 9, 2025Updated last year
- All Relevant Feature Selection☆144Apr 3, 2025Updated last year
- A power-full Shapley feature selection method.☆216Oct 7, 2025Updated 9 months ago
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆657Feb 19, 2024Updated 2 years ago
- A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.☆585Jun 8, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Record matching and entity resolution at scale in Spark☆36Oct 31, 2023Updated 2 years ago
- Monitor the stability of a Pandas or Spark dataframe ⚙︎☆512Jan 9, 2026Updated 6 months ago
- Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshad…☆683Feb 19, 2025Updated last year
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,264Updated this week
- MinHash implementation in Python☆12Aug 24, 2024Updated last year
- Custom Loss Functions and Evaluation Metrics for XGBoost and LightGBM☆39May 5, 2026Updated 2 months ago
- An extension of LightGBM to probabilistic modelling☆389Jun 1, 2026Updated last month
- Hierarchical Time Series Forecasting with a familiar API☆225May 12, 2023Updated 3 years ago
- zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range fr…☆254Jan 9, 2026Updated 6 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Natural Gradient Boosting for Probabilistic Prediction☆1,890Jul 1, 2026Updated 3 weeks ago
- Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual expl…☆531Feb 14, 2026Updated 5 months ago
- CLI tool to simplify the development workflow on azure devops☆36May 18, 2023Updated 3 years ago
- Rule covering for interpretation and boosting☆18Apr 20, 2021Updated 5 years ago
- Linear Prediction Model with Automated Feature Engineering and Selection Capabilities☆544Jan 6, 2026Updated 6 months ago
- A toolkit to boost the productivity of machine learning engineers.☆49Jun 6, 2022Updated 4 years ago
- mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.☆629Nov 19, 2024Updated last year
- Tool for whitebox (binning + logreg) model development☆77Mar 16, 2022Updated 4 years ago
- Machine Learning algorithms coded from scratch☆22Dec 16, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆10Nov 16, 2023Updated 2 years ago
- Time Series Cross-Validation -- an extension for scikit-learn☆259Jan 23, 2023Updated 3 years ago
- For calculating global feature importance using Shapley values.☆293Updated this week
- Python package for deduplication/entity resolution using active learning☆82Aug 24, 2024Updated last year
- Developmental tools to detect data drift☆18Feb 27, 2024Updated 2 years ago
- Extra blocks for scikit-learn pipelines.☆1,409Updated this week
- Base classes for creating scikit-learn-like parametric objects, and tools for working with them.☆40Updated this week
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,575Updated this week
- Robust piecewise regression☆14Jan 23, 2026Updated 6 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Python wrapper around The Odds-Api☆11Jul 20, 2023Updated 3 years ago
- Leave One Feature Out Importance☆869Feb 14, 2025Updated last year
- Dataiku DSS plugin template with continuous integration. Test your plugins, release them faster ⚡️☆12Sep 23, 2025Updated 10 months ago
- An extension of XGBoost to probabilistic modelling☆726Jun 1, 2026Updated last month
- Valentine scalable deployment for VLDB demo☆16Mar 4, 2026Updated 4 months ago
- Flexible time series feature extraction & processing☆443Sep 6, 2024Updated last year
- A python package for time series forecasting with scikit-learn estimators.☆163Apr 4, 2024Updated 2 years ago