php-machine-learning

There are 5 repositories under php-machine-learning topic.

RubixML / ML
A high-level machine learning and deep learning library for the PHP language.
machine-learning data-science neural-network analytics php classification clustering regression anomaly-detection deep-learning cross-validation machine-learning-library php-ml php-machine-learning prediction natural-language-processing algorithm php-ai artificial-intelligence ai
Language:PHP 1973
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.
sentiment-analysis sentiment-classification neural-network natural-language-processing machine-learning text-classification deep-learning tf-idf tutorial example-project imdb dataset text-sentiment gradient-descent backpropagation php machine-learning-tutorial multi-layer-perceptron php-ml php-machine-learning
Language:PHP 100
RubixML / Server
A standalone inference server for trained Rubix ML estimators.
machine-learning http-server model-server infrastructure api model-deployment microservice json-api php rest-api rubix-ml inference inference-engine php-ml ml-infrastructure php-machine-learning inference-server rubix-server
Language:PHP 61
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.
cifar-10 image-recognition image-classification object-detection machine-learning neural-network deep-learning deep-neural-networks php artificial-intelligence computer-vision rubix-ml machine-learning-tutorial tutorial example-project php-ml php-machine-learning cross-validation pipeline php-ai
Language:PHP 51
RubixML / Housing
An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.
rubix-ml gradient-boosting gradient-boosting-machine gradient-boosted-trees regression machine-learning php machine-learning-tutorial housing-prices kaggle gradient-descent gradient-boosting-regressor data-science rubix kaggle-competition gradient-boost ensemble predicting-housing-prices php-ml php-machine-learning
Language:PHP 46
RubixML / MNIST
Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.
neural-network computer-vision mnist mnist-dataset mnist-handwriting-recognition image-classification php machine-learning deep-learning deep-neural-networks tutorial machine-learning-tutorial rubix-ml image-recognition php-ml php-machine-learning cross-validation pipeline php-ai
Language:PHP 33
RubixML / Iris
The original lightweight introduction to machine learning in Rubix ML using the famous Iris dataset and the K Nearest Neighbors classifier.
machine-learning rubix-ml data-science machine-learning-tutorial tutorial example-project k-nearest-neighbors classification introduction-to-machine-learning php iris-dataset php-ml php-machine-learning nearest-neighbors knn cross-validation
Language:PHP 30
RubixML / Credit
An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.
php machine-learning logistic-regression data-science classification credit-card rubix-ml dataset analytics t-sne manifold-learning pipeline tutorial example-project risk-assessment machine-learning-tutorial cross-validation monte-carlo-simulation php-ml php-machine-learning
Language:PHP 27
RubixML / HAR
Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.
php machine-learning data-science classification rubix-ml softmax-classifier dataset random-projection machine-learning-tutorial example-project human-activity-recognition imu-sensor php-ml php-machine-learning neural-network dimensionality-reduction momentum pipeline cross-validation
Language:PHP 20
RubixML / Colors
Demonstrating unsupervised clustering using the K Means algorithm and synthetic color data.
clustering machine-learning synthetic-data synthetic-dataset-generation php unsupervised-learning tutorial machine-learning-tutorial rubix-ml kmeans php-ml php-machine-learning cross-validation contingency-table k-means k-means-clustering k-means-plus-plus
Language:PHP 15
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.
php machine-learning naive-bayes-classifier naive-bayes-algorithm naive-bayes rubix-ml data-science dota2 machine-learning-tutorial php-ml php-machine-learning prediction classifier dota cross-validation
Language:PHP 13
RubixML / Divorce
Use the K Nearest Neighbors algorithm to predict the probability of a divorce with high accuracy.
rubix-ml machine-learning machine-learning-tutorial k-nearest-neighbors knn classification data-science php example-project divorce divorce-prediction php-ml php-machine-learning nearest-neighbors prediction cross-validation
Language:PHP 12