Distributed scikit-learn meta-estimators in PySpark
☆286Apr 26, 2025Updated last year
Alternatives and similar repositories for sk-dist
Users that are interested in sk-dist are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Joblib Apache Spark Backend☆248Mar 24, 2026Updated 7 months ago
- Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries☆704Jan 20, 2021Updated 5 years ago
- An open source python library for automated feature engineering☆7,695Sep 11, 2026Updated last month
- Toolkit for Apache Spark ML for Feature clean-up, feature Importance calculation suite, Information Gain selection, Distributed SMOTE, Mo…☆191Jun 1, 2021Updated 5 years ago
- Python implementations of the Boruta all-relevant feature selection method.☆1,635Nov 13, 2025Updated 11 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows…☆2,280Jun 2, 2026Updated 5 months ago
- Modin: Scale your Pandas workflows by changing a single line of code☆10,390Feb 10, 2026Updated 8 months ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,408Feb 19, 2025Updated last year
- Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per s…☆8,515Updated this week
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,857Apr 8, 2026Updated 6 months ago
- Fit interpretable models. Explain blackbox machine learning.☆6,976Updated this week
- MLeap: Deploy ML Pipelines to Production☆1,545Oct 5, 2026Updated last month
- (Deprecated) Scikit-learn integration package for Apache Spark☆1,072Dec 3, 2019Updated 6 years ago
- Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark☆1,535Dec 2, 2024Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Automated Machine Learning with scikit-learn☆8,149Sep 15, 2026Updated last month
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,059Sep 11, 2025Updated last year
- Koalas: pandas API on Apache Spark☆3,371Mar 20, 2024Updated 2 years ago
- A scikit-learn compatible neural network library that wraps PyTorch☆6,185Updated this week
- Hyper-parameter optimization for sklearn☆1,649Apr 15, 2025Updated last year
- AutoML library for deep learning☆9,341Nov 25, 2025Updated 11 months ago
- Performance Benchmarks☆21Oct 24, 2024Updated 2 years ago
- A library of sklearn compatible categorical variable encoders☆2,511Updated this week
- BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray☆2,698Jun 12, 2026Updated 4 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆854Jun 19, 2021Updated 5 years ago
- [UNMAINTAINED] Automated machine learning for analytics & production☆1,651Feb 10, 2021Updated 5 years ago
- Feature selector is a tool for dimensionality reduction of machine learning datasets☆2,230Jun 17, 2024Updated 2 years ago
- Simple and Distributed Machine Learning Python Library porting ML algorithms for Spark☆5,254Updated this week
- Deep Learning Pipelines for Apache Spark☆1,987Mar 30, 2023Updated 3 years ago
- Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.☆2,745Jan 2, 2024Updated 2 years ago
- Python library for converting Apache Spark ML pipelines to PMML☆98Aug 31, 2026Updated 2 months ago
- A package for parallelizing the fit and flexibly scoring of sklearn machine learning models, with visualization routines.☆199Feb 13, 2024Updated 2 years ago
- Python package for using bokeh in Apache Zeppelin Notebook☆10Jul 31, 2019Updated 7 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Sequential model-based optimization with a `scipy.optimize` interface☆2,830Feb 23, 2024Updated 2 years ago
- cuDF - GPU DataFrame Library☆9,795Updated this week
- ☆873Jan 21, 2020Updated 6 years ago
- A pure Python implementation of Apache Spark's RDD and DStream interfaces.☆270Sep 3, 2024Updated 2 years ago
- Fast and flexible AutoML with learning guarantees.☆3,451Nov 30, 2023Updated 2 years ago
- Feature exploration for supervised learning☆758Feb 4, 2021Updated 5 years ago
- A game theoretic approach to explain the output of any machine learning model.☆25,851Updated this week