xcessiv
Ensemble builder
A tool to automate the creation and optimization of stacked machine learning ensembles.
A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.
1k stars
55 watching
105 forks
Language: Python
last commit: over 6 years ago
Linked from 2 awesome lists
automated-machine-learningdata-scienceensemble-learninghyperparameter-optimizationmachine-learningscikit-learnstacked-ensembles
josephmisiti/awesome-machine-learning
hibayesian/awesome-automl-papersRelated projects:
| Repository | Description | Stars |
|---|---|---|
 ikki407/stacking | A Python library implementing Stacked Generalization (Ensemble Learning) for combining multiple machine learning models to improve prediction accuracy. | 221 |
 jgreenemi/parris | Automates the setup and training of machine learning algorithms on remote servers | 316 |
 flennerhag/mlens | A Python library for building and training ensemble machine learning models | 847 |
 eliavw/mercs-v5 | An implementation of a multi-directional ensemble learning method for classification and regression tasks using decision trees | 4 |
 zhiningliu1998/imbalanced-ensemble | A library that enables quick and efficient ensemble learning on imbalanced datasets through various over-/under-sampling methods and algorithms | 336 |
 ecpolley/superlearner | An R package implementing an automatic prediction model ensembling method with support for various algorithms and customization options. | 271 |
 vecxoz/vecstack | A Python package for stacking techniques in machine learning featuring lightweight and scikit-learn compatible APIs. | 685 |
 ryanbressler/cloudforest | A high-performance ensemble learning framework for decision trees in Go. | 739 |
 minimaxir/automl-gs | Automates machine learning model creation and optimization for complex datasets | 1,853 |
 benedekrozemberczki/shapley | An open-source Python library for evaluating and explaining the contribution of individual classifiers in machine learning ensembles. | 218 |
 neuraxio/neuraxle-tensorflow | Provides utility functions and abstractions for building machine learning models using TensorFlow | 4 |
 xverse-ai/xverse-moe-a4.2b | Developed by XVERSE Technology Inc. as a multilingual large language model with a unique mixture-of-experts architecture and fine-tuned for various tasks such as conversation, question answering, and natural language understanding. | 36 |
 fukatani/stacked_generalization | A library providing an implementation of machine learning stacking generalization | 117 |
 open-cogsci/opensesame | A tool for creating psychological experiments with a graphical interface and support for various devices and programming languages. | 241 |
 tailhq/dynaml | An interactive machine learning development environment with support for Scala, JVM, and popular ML libraries. | 201 |