facebookresearch / balanceLinks
The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.
☆699Updated last month
Alternatives and similar repositories for balance
Users that are interested in balance are comparing it to the libraries listed below
Sorting:
- just a bunch of useful embeddings for scikit-learn pipelines☆501Updated 3 months ago
- Fast SHAP value computation for interpreting tree-based models☆538Updated 2 years ago
- Doubt your data, find bad labels.☆513Updated 11 months ago
- skops is a Python library helping you share your scikit-learn based models and put them in production☆490Updated 3 weeks ago
- Machine learning with dataframes☆1,422Updated this week
- Python package for conformal prediction☆510Updated last week
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,433Updated this week
- Neo: Hierarchical Confusion Matrix Visualization (CHI 2022)☆310Updated this week
- ☆201Updated 2 months ago
- Extra blocks for scikit-learn pipelines.☆1,347Updated 2 weeks ago
- Compilation of high-profile real-world examples of failed machine learning projects☆732Updated last year
- Streamline scikit-learn model comparison.☆144Updated 2 years ago
- A Python package for causal inference in quasi-experimental settings☆1,013Updated this week
- Natural Intelligence is still a pretty good idea.☆815Updated 11 months ago
- Kaggle Pipeline for tabular data competitions☆207Updated last year
- Gain clues from clustering!☆314Updated 11 months ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆299Updated 2 months ago
- skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.☆463Updated last month
- A Simple Bulk Labelling Tool☆587Updated 6 months ago
- Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).☆1,478Updated last week
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆719Updated last year
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆160Updated 2 years ago
- Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.☆1,117Updated last year
- A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.☆578Updated last year
- Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of p…☆333Updated this week
- Data Quality assessment with one line of code☆445Updated 2 weeks ago
- Temporian is an open-source Python library for preprocessing ⚡ and feature engineering 🛠 temporal data 📈 for machine learning applicati…☆694Updated 11 months ago
- A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.☆467Updated last year
- Coarse-grained lineage and tracing for machine learning pipelines.☆469Updated 2 years ago
- Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshad…☆655Updated 4 months ago