skrub-data / skrubLinks
Machine learning with dataframes
☆1,512Updated last week
Alternatives and similar repositories for skrub
Users that are interested in skrub are comparing it to the libraries listed below
Sorting:
- Extra blocks for scikit-learn pipelines.☆1,372Updated 2 weeks ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,493Updated this week
- Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).☆1,522Updated last week
- Feature engineering package with sklearn like functionality☆2,169Updated 3 weeks ago
- 𝗢𝘄𝗻 𝗬𝗼𝘂𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲. Skore's open-source Python library accelerates ML model development with automated evaluation re…☆551Updated this week
- A Python package for causal inference in quasi-experimental settings☆1,072Updated this week
- Fast SHAP value computation for interpreting tree-based models☆546Updated 2 years ago
- Predictive Power Score (PPS) in Python☆1,166Updated 2 months ago
- Natural Intelligence is still a pretty good idea.☆822Updated last year
- The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to s…☆716Updated this week
- Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshad…☆674Updated 9 months ago
- Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.☆2,457Updated 4 months ago
- EvalML is an AutoML library written in python.☆833Updated 2 weeks ago
- A scikit-learn-compatible module for comparing imputation methods.☆139Updated 3 months ago
- Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.☆659Updated 10 months ago
- Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA☆1,416Updated last month
- Leave One Feature Out Importance☆853Updated 9 months ago
- Data Quality assessment with one line of code☆452Updated last month
- 🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models☆2,989Updated 3 weeks ago
- skops is a Python library helping you share your scikit-learn based models and put them in production☆501Updated last week
- Temporian is an open-source Python library for preprocessing ⚡ and feature engineering 🛠 temporal data 📈 for machine learning applicati…☆703Updated last month
- A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.☆469Updated 2 years ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆316Updated 7 months ago
- A set of data tools in Python☆507Updated 2 weeks ago
- Monitor the stability of a Pandas or Spark dataframe ⚙︎☆509Updated 2 months ago
- machine learning with logical rules in Python☆651Updated last year
- BAyesian Model-Building Interface (Bambi) in Python.☆1,221Updated last week
- Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.☆1,155Updated last month
- 🐦 Quickly annotate data from the comfort of your Jupyter notebook☆788Updated last year
- Doubt your data, find bad labels.☆517Updated last year