rubix-ml

Here are 14 public repositories matching this topic...

RubixML / Server

A standalone inference server for trained Rubix ML estimators.

api infrastructure php machine-learning microservice json-api rest-api inference http-server failure inference-server inference-engine model-deployment php-ml ml-infrastructure model-server rubix-ml php-machine-learning rubix-server

Updated Jul 14, 2021
PHP

RubixML / CIFAR-10

Sponsor Star

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 tutorial deep-neural-networks computer-vision deep-learning neural-network pipeline cross-validation artificial-intelligence image-classification image-recognition object-detection example-project cifar-10 php-ml php-ai machine-learning-tutorial rubix-ml php-machine-learning

Updated Jul 14, 2021
PHP

RubixML / Housing

Sponsor Star

An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.

php data-science machine-learning regression kaggle kaggle-competition housing-prices gradient-boosting-machine ensemble rubix gradient-descent gradient-boosting predicting-housing-prices php-ml gradient-boosting-regressor gradient-boosted-trees machine-learning-tutorial rubix-ml gradient-boost php-machine-learning

Updated Jul 14, 2021
PHP

RubixML / MNIST

Sponsor Star

Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.

php machine-learning tutorial deep-neural-networks computer-vision deep-learning neural-network pipeline cross-validation mnist mnist-dataset image-classification image-recognition php-ml mnist-handwriting-recognition php-ai machine-learning-tutorial rubix-ml php-machine-learning

Updated Jul 14, 2021
PHP

RubixML / HAR

Sponsor Star

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 volunteers dataset classification dimensionality-reduction rubix momentum example-project human-activity-recognition php-ml softmax-classifier smartlab random-projection machine-learning-tutorial rubix-ml xavier-parra imu-sensor php-machine-learning

Updated Jul 14, 2021
PHP

RubixML / Iris

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The original lightweight introduction to machine learning in Rubix ML using the famous Iris dataset and the K Nearest Neighbors classifier.

php data-science machine-learning tutorial cross-validation classification nearest-neighbors example-project knn iris-dataset php-ml k-nearest-neighbors introduction-to-machine-learning machine-learning-tutorial rubix-ml php-machine-learning

Updated Jul 14, 2021
PHP

RubixML / Credit

Sponsor Star

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 pipeline analytics taiwan dimensions cross-validation credit-card prediction labels dataset classification estimator logistic-regression monte-carlo-simulation t-sne example-project risk-assessment learners manifold-learning department php-ml credit-card-bill machine-learning-tutorial yeh rubix-ml php-machine-learning

Updated Jul 14, 2021
PHP

RubixML / Colors

Sponsor Star

Demonstrating unsupervised clustering using the K Means algorithm and synthetic color data.

php machine-learning tutorial clustering shape cross-validation labels dataset gaussian estimator blob rubix kmeans k-means unsupervised-learning contingency-table synthetic-data k-means-clustering php-ml synthetic-dataset-generation k-means-plus-plus machine-learning-tutorial rubix-ml php-machine-learning

Updated Jul 14, 2021
PHP

RubixML / Extras

Sponsor Star

Experimental features for the Rubix ML library.

machine-learning deep-learning neural-network experimental-features rubix-ml

Updated Jul 14, 2021
PHP

RubixML / Dota2

Sponsor Star

Build a classifier to predict the outcome of Dota 2 games with the Naive Bayes algorithm and results from 102,944 sample games.

classifier php data-science machine-learning naive-bayes cross-validation prediction naive-bayes-classifier dota2 dota naive-bayes-algorithm php-ml machine-learning-tutorial rubix-ml php-machine-learning

Updated Jul 14, 2021
PHP

RubixML / Divorce

Sponsor Star

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 nearest-neighbors example-project knn divorce-prediction php-ml k-nearest-neighbors divorce machine-learning-tutorial rubix-ml php-machine-learning

Updated Jul 14, 2021
PHP

AJV009 / SentimentAnalysis_RubixML

Star

SentimentAnalysis using PHP RubixML library!

training testing php data machine-learning composer ai sentiment-analysis analysis php7 test sentiment ml dataset train composer-packages sentiment-classification rubix-ml

Updated Apr 13, 2020
PHP

qolbudr / sentiment-analysis-phpml

Star

Film review sentiment analysis using php-ml

php dataset sentences rubix-ml

Updated Mar 4, 2021
PHP

pmvc-plugin / ml

Star

Machine Learning library for PHP

php-ml rubix-ml

Updated Jul 28, 2021
PHP

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