Rubix

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19 repositories

ML
Public
A high-level machine learning and deep learning library for the PHP language.
natural-language-processing algorithm ai deep-learning analytics clustering cross-validation regression prediction artificial-intelligence
PHP
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MIT License
•183•2.1k•60•5•Updated Nov 9, 2024Nov 9, 2024
Tensor
Public
A library and extension that provides objects for scientific computing in PHP.
php engineering machine-learning statistics math vector matrix linear-algebra php-extension scientific-computing
PHP
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MIT License
•28•234•8•0•Updated Jul 6, 2024Jul 6, 2024
Signatures
Public
Digital signatures made by humans.
0•2•0•0•Updated May 22, 2024May 22, 2024
Server
Public
A standalone inference server for trained Rubix ML estimators.
api infrastructure machine-learning microservice json-api rest-api inference http-server inference-server inference-engine
PHP
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MIT License
•12•61•0•0•Updated Feb 18, 2024Feb 18, 2024
Iris
Public template
The original lightweight introduction to machine learning in Rubix ML using the famous Iris dataset and the K Nearest Neighbors classifier.
php data-science tutorial cross-validation classification example-project php-ml k-nearest-neighbors introduction-to-machine-learning machine-learning-tutorial
PHP
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MIT License
•9•32•0•0•Updated Sep 20, 2023Sep 20, 2023
Client
Public
Client-side SDK for Rubix ML Server to use in your PHP applications.
PHP
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MIT License
•2•3•0•0•Updated Sep 19, 2023Sep 19, 2023
Dota2
Public
Build a classifier to predict the outcome of Dota 2 games with the Naive Bayes algorithm and results from 102,944 sample games.
php data-science machine-learning naive-bayes cross-validation prediction naive-bayes-classifier dota2 dota naive-bayes-algorithm
PHP
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MIT License
•2•14•0•0•Updated Jul 20, 2023Jul 20, 2023
HAR
Public template
Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.
php data-science machine-learning neural-network pipeline cross-validation dataset classification momentum example-project
PHP
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MIT License
•7•22•0•0•Updated Jul 20, 2023Jul 20, 2023
CIFAR-10
Public template
Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.
php machine-learning deep-neural-networks computer-vision pipeline artificial-intelligence image-classification image-recognition object-detection example-project
PHP
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MIT License
•9•58•0•0•Updated Jul 19, 2023Jul 19, 2023
DNA
Public template
An example project demonstrating the use of machine learning to identify microbe taxonomies from their DNA sequences.
PHP
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MIT License
•2•6•0•0•Updated Jul 19, 2023Jul 19, 2023
Divorce
Public template
Use the K Nearest Neighbors algorithm to predict the probability of a divorce with high accuracy.
php data-science machine-learning cross-validation prediction classification example-project knn divorce-prediction php-ml
PHP
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MIT License
•11•14•0•0•Updated Jul 19, 2023Jul 19, 2023
Sentiment
Public template
An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.
php machine-learning natural-language-processing tutorial deep-learning sentiment-analysis text-classification imdb tf-idf gradient-descent
PHP
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MIT License
•13•108•4•0•Updated Mar 31, 2023Mar 31, 2023
MNIST
Public template
Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.
php machine-learning deep-neural-networks computer-vision pipeline cross-validation mnist image-classification image-recognition php-ml
PHP
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MIT License
•8•38•2•0•Updated Feb 27, 2023Feb 27, 2023
Housing
Public template
An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.
php data-science machine-learning kaggle housing-prices rubix gradient-descent gradient-boosting php-ml gradient-boosting-regressor
PHP
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MIT License
•22•48•1•0•Updated Jan 14, 2023Jan 14, 2023
Churn
Public
Detect unhappy customers with Naive Bayes and 19 categorical features.
PHP
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MIT License
•3•10•0•0•Updated Dec 31, 2022Dec 31, 2022
Extras
Public
Experimental features for the Rubix ML library.
machine-learning deep-learning neural-network rubix-ml experimental-features
PHP
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MIT License
•6•10•1•1•Updated Nov 6, 2022Nov 6, 2022
Colors
Public template
Demonstrating unsupervised clustering using the K Means algorithm and synthetic color data.
php machine-learning cross-validation kmeans k-means unsupervised-learning contingency-table k-means-clustering php-ml synthetic-dataset-generation
PHP
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MIT License
•3•17•0•0•Updated Apr 29, 2022Apr 29, 2022
Credit
Public template
An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.
php data-science machine-learning tutorial analytics credit-card classification t-sne example-project risk-assessment
PHP
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MIT License
•12•30•1•0•Updated Apr 29, 2022Apr 29, 2022
DL
Public archive
A deep learning library for PHP powered by TensorFlow.
php machine-learning deep-learning neural-network tensorflow
C
•0•3•1•0•Updated Apr 1, 2021Apr 1, 2021