Projects in Awesome Lists by RubixML
A curated list of projects in awesome lists by RubixML .
https://github.com/rubixml/ml
A high-level machine learning and deep learning library for the PHP language.
ai algorithm analytics anomaly-detection artificial-intelligence classification clustering cross-validation data-science deep-learning machine-learning machine-learning-library natural-language-processing neural-network php php-ai php-machine-learning php-ml prediction regression
Last synced: 22 Apr 2025
https://github.com/RubixML/ML
A high-level machine learning and deep learning library for the PHP language.
ai algorithm analytics anomaly-detection artificial-intelligence classification clustering cross-validation data-science deep-learning machine-learning machine-learning-library natural-language-processing neural-network php php-ai php-machine-learning php-ml prediction regression
Last synced: 20 Mar 2025
https://github.com/rubixml/tensor
A library and extension that provides objects for scientific computing in PHP.
arithmetic engineering lapack linear-algebra machine-learning math matrix matrix-decompositions matrix-factorizations matrix-multiplication multithreaded php php-extension rubix scientific-computing statistics tensor tensor-extension tensor-php vector
Last synced: 11 Apr 2025
https://github.com/rubixml/sentiment
An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.
backpropagation dataset deep-learning example-project gradient-descent imdb machine-learning machine-learning-tutorial multi-layer-perceptron natural-language-processing neural-network php php-machine-learning php-ml sentiment-analysis sentiment-classification text-classification text-sentiment tf-idf tutorial
Last synced: 10 Jan 2025
https://github.com/rubixml/server
A standalone inference server for trained Rubix ML estimators.
api http-server inference inference-engine inference-server infrastructure json-api machine-learning microservice ml-infrastructure model-deployment model-server php php-machine-learning php-ml rest-api rubix-ml rubix-server
Last synced: 04 Dec 2024
https://github.com/rubixml/cifar-10
Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.
artificial-intelligence cifar-10 computer-vision cross-validation deep-learning deep-neural-networks example-project image-classification image-recognition machine-learning machine-learning-tutorial neural-network object-detection php php-ai php-machine-learning php-ml pipeline rubix-ml tutorial
Last synced: 04 Dec 2024
https://github.com/rubixml/housing
An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.
data-science ensemble gradient-boost gradient-boosted-trees gradient-boosting gradient-boosting-machine gradient-boosting-regressor gradient-descent housing-prices kaggle kaggle-competition machine-learning machine-learning-tutorial php php-machine-learning php-ml predicting-housing-prices regression rubix rubix-ml
Last synced: 04 Dec 2024
https://github.com/rubixml/mnist
Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.
computer-vision cross-validation deep-learning deep-neural-networks image-classification image-recognition machine-learning machine-learning-tutorial mnist mnist-dataset mnist-handwriting-recognition neural-network php php-ai php-machine-learning php-ml pipeline rubix-ml tutorial
Last synced: 04 Dec 2024
https://github.com/rubixml/iris
The original lightweight introduction to machine learning in Rubix ML using the famous Iris dataset and the K Nearest Neighbors classifier.
classification cross-validation data-science example-project introduction-to-machine-learning iris-dataset k-nearest-neighbors knn machine-learning machine-learning-tutorial nearest-neighbors php php-machine-learning php-ml rubix-ml tutorial
Last synced: 04 Dec 2024
https://github.com/rubixml/credit
An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.
analytics classification credit-card cross-validation data-science dataset example-project logistic-regression machine-learning machine-learning-tutorial manifold-learning monte-carlo-simulation php php-machine-learning php-ml pipeline risk-assessment rubix-ml t-sne tutorial
Last synced: 04 Dec 2024
https://github.com/rubixml/har
Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.
classification cross-validation data-science dataset dimensionality-reduction example-project human-activity-recognition imu-sensor machine-learning machine-learning-tutorial momentum neural-network php php-machine-learning php-ml pipeline random-projection rubix-ml softmax-classifier
Last synced: 04 Dec 2024
https://github.com/rubixml/colors
Demonstrating unsupervised clustering using the K Means algorithm and synthetic color data.
clustering contingency-table cross-validation k-means k-means-clustering k-means-plus-plus kmeans machine-learning machine-learning-tutorial php php-machine-learning php-ml rubix-ml synthetic-data synthetic-dataset-generation tutorial unsupervised-learning
Last synced: 04 Dec 2024
https://github.com/rubixml/divorce
Use the K Nearest Neighbors algorithm to predict the probability of a divorce with high accuracy.
classification cross-validation data-science divorce divorce-prediction example-project k-nearest-neighbors knn machine-learning machine-learning-tutorial nearest-neighbors php php-machine-learning php-ml prediction rubix-ml
Last synced: 04 Dec 2024
https://github.com/rubixml/dota2
Build a classifier to predict the outcome of Dota 2 games with the Naive Bayes algorithm and results from 102,944 sample games.
classifier cross-validation data-science dota dota2 machine-learning machine-learning-tutorial naive-bayes naive-bayes-algorithm naive-bayes-classifier php php-machine-learning php-ml prediction rubix-ml
Last synced: 04 Dec 2024
https://github.com/rubixml/churn
Detect unhappy customers with Naive Bayes and 19 categorical features.
Last synced: 04 Dec 2024
https://github.com/rubixml/extras
Experimental features for the Rubix ML library.
deep-learning experimental-features machine-learning neural-network rubix-ml
Last synced: 24 Nov 2024
https://github.com/rubixml/dna
An example project demonstrating the use of machine learning to identify microbe taxonomies from their DNA sequences.
Last synced: 04 Dec 2024
https://github.com/rubixml/client
Client-side SDK for Rubix ML Server to use in your PHP applications.
Last synced: 04 Dec 2024