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The Top 23 Machine Learning Forest Open Source Projects

Open source projects categorized as Machine Learning Forest
Categories > Forest
Categories > Machine Learning > Machine Learning
Awesome Python Data Science ⭐ 2,126
Probably the best curated list of data science software in Python.
most recent commit 6 months ago
Benchm Ml ⭐ 1,839
A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
most recent commit 2 years ago
Gcforest ⭐ 1,242
This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'
most recent commit 3 years ago
Thundergbm ⭐ 674
ThunderGBM: Fast GBDTs and Random Forests on GPUs
total releases 25most recent commit 7 months ago
Ml Note ⭐ 617
📙慢慢整理所学的机器学习算法，并根据自己所理解的样子叙述出来。(注重数学推导)
most recent commit a year ago
Basic_model_scratch ⭐ 609
Implementation of some classic Machine Learning model from scratch and benchmarking against popular ML library
most recent commit 4 years ago
Rrcf ⭐ 450
🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams
most recent commit 8 months ago
Chefboost ⭐ 428
A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python
total releases 17most recent commit 4 months ago
100daysofmlcode ⭐ 302
My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings 👍
most recent commit 8 months ago
Scikit Garden ⭐ 242
A garden for scikit-learn compatible trees
dependent packages 2total releases 4most recent commit 2 years agopypi scikit-garden} Downloads
Decision Tree Js ⭐ 237
Small JavaScript implementation of ID3 Decision tree
most recent commit 6 years ago
Isolation Forest ⭐ 211
A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
dependent packages 1total releases 4most recent commit 8 months ago
Laurae ⭐ 194
Advanced High Performance Data Science Toolbox for R by Laurae
most recent commit 7 years ago
Infiniteboost ⭐ 177
InfiniteBoost: building infinite ensembles with gradient descent
most recent commit 6 years ago
Aws Machine Learning University Dte ⭐ 177
Machine Learning University: Decision Trees and Ensemble Methods
most recent commit a year ago
Lacmus ⭐ 155
Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.
most recent commit 3 years ago
Machine Learning In R ⭐ 144
Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles
most recent commit 3 years ago
2016 Ml Contest ⭐ 101
Machine learning contest - October 2016 TLE
most recent commit 7 years ago
Speculator ⭐ 90
API for predicting the next Bitcoin and Ethereum with machine learning and technical analysis
total releases 11most recent commit 6 years ago
Sklearn Pmml Model ⭐ 75
A library to parse and convert PMML models into Scikit-learn estimators.
dependent packages 1total releases 32most recent commit 5 months agopypi sklearn-pmml-model} Downloads
Ml_for_learner ⭐ 70
Implementations of the machine learning algorithm with Python and numpy
most recent commit 3 years ago
Scoruby ⭐ 66
Ruby Scoring API for PMML
total releases 19most recent commit 4 years ago
Edarf ⭐ 61
exploratory data analysis using random forests
dependent packages 1total releases 3most recent commit 6 years ago
The 10 Most Depended On Machine Learning Forest Open Source Projects
Missranger ⭐ 53
R package "missRanger" for fast imputation of missing values by random forests.
dependent packages 7total releases 13latest release November 19, 2023most recent commit 5 months ago
Skranger ⭐ 37
scikit-learn compatible Python bindings for ranger C++ random forest library
dependent packages 2total releases 14latest release May 07, 2022most recent commit 2 years agopypi skranger} Downloads
Scikit Garden ⭐ 242
A garden for scikit-learn compatible trees
dependent packages 2total releases 4latest release June 07, 2017most recent commit 2 years agopypi scikit-garden} Downloads
Treeplot ⭐ 6
Plot tree based machine learning models
dependent packages 1total releases 15latest release August 01, 2022most recent commit a year agopypi treeplot} Downloads
Sklearn Pmml Model ⭐ 75
A library to parse and convert PMML models into Scikit-learn estimators.
dependent packages 1total releases 32latest release November 22, 2023most recent commit 5 months agopypi sklearn-pmml-model} Downloads
Isolation Forest ⭐ 211
A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
dependent packages 1total releases 4latest release April 01, 2023most recent commit 8 months ago
Pennylane Rigetti ⭐ 35
This PennyLane plugin allows the Rigetti Forest QPUs, QVM, and wavefunction simulator to optimize quantum circuits.
dependent packages 1total releases 5latest release October 30, 2023most recent commit 4 months agopypi PennyLane-Rigetti} Downloads
Edarf ⭐ 61
exploratory data analysis using random forests
dependent packages 1total releases 3latest release March 06, 2017most recent commit 6 years ago
The 10 Latest Releases In Machine Learning Forest Open Source Projects
Sklearn Pmml Model ⭐ 75
A library to parse and convert PMML models into Scikit-learn estimators.
dependent packages 1total releases 32latest release November 22, 2023most recent commit 5 months agopypi sklearn-pmml-model} Downloads
Missranger ⭐ 53
R package "missRanger" for fast imputation of missing values by random forests.
dependent packages 7total releases 13latest release November 19, 2023most recent commit 5 months ago
Pennylane Rigetti ⭐ 35
This PennyLane plugin allows the Rigetti Forest QPUs, QVM, and wavefunction simulator to optimize quantum circuits.
dependent packages 1total releases 5latest release October 30, 2023most recent commit 4 months agopypi PennyLane-Rigetti} Downloads
Outforest ⭐ 11
Outlier detection based on random forest models
total releases 6latest release May 21, 2023most recent commit a year ago
Isolation Forest ⭐ 211
A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
dependent packages 1total releases 4latest release April 01, 2023most recent commit 8 months ago
Thundergbm ⭐ 674
ThunderGBM: Fast GBDTs and Random Forests on GPUs
total releases 25latest release September 19, 2022most recent commit 7 months ago
Treeplot ⭐ 6
Plot tree based machine learning models
dependent packages 1total releases 15latest release August 01, 2022most recent commit a year agopypi treeplot} Downloads
Skranger ⭐ 37
scikit-learn compatible Python bindings for ranger C++ random forest library
dependent packages 2total releases 14latest release May 07, 2022most recent commit 2 years agopypi skranger} Downloads
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