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Topic: "php-machine-learning"

RubixML/ML

A high-level machine learning and deep learning library for the PHP language.

Language: PHP - Size: 31.3 MB - Last synced at: 5 days ago - Pushed at: 8 days ago - Stars: 2,130 - Forks: 191

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.

Language: PHP - Size: 34 MB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 112 - Forks: 14

RubixML/Server

A standalone inference server for trained Rubix ML estimators.

Language: PHP - Size: 18.3 MB - Last synced at: 1 day ago - Pushed at: about 2 months ago - Stars: 62 - Forks: 11

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.

Language: PHP - Size: 163 MB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 59 - Forks: 9

RubixML/Housing

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

Language: PHP - Size: 617 KB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 22

RubixML/MNIST

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

Language: PHP - Size: 19.9 MB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 39 - Forks: 9

RubixML/Iris

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

Language: PHP - Size: 410 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 34 - Forks: 9

RubixML/Credit

An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.

Language: PHP - Size: 1.76 MB - Last synced at: 7 days ago - Pushed at: about 3 years ago - Stars: 34 - Forks: 12

RubixML/HAR

Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.

Language: PHP - Size: 23.9 MB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 22 - Forks: 7

RubixML/Colors

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

Language: PHP - Size: 251 KB - Last synced at: 7 days ago - Pushed at: about 3 years ago - Stars: 18 - Forks: 3

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.

Language: PHP - Size: 4.89 MB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 2

RubixML/Divorce

Use the K Nearest Neighbors algorithm to predict the probability of a divorce with high accuracy.

Language: PHP - Size: 87.9 KB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 11

Related Topics
php-ml 12 php 12 machine-learning 12 rubix-ml 10 machine-learning-tutorial 10 cross-validation 9 data-science 7 example-project 6 tutorial 6 neural-network 5 classification 5 deep-learning 4 pipeline 4 prediction 3 php-ai 3 dataset 3 deep-neural-networks 2 computer-vision 2 artificial-intelligence 2 image-classification 2 image-recognition 2 gradient-descent 2 regression 2 natural-language-processing 2 k-nearest-neighbors 2 knn 2 nearest-neighbors 2 clustering 2 analytics 2 softmax-classifier 1 random-projection 1 momentum 1 ml-infrastructure 1 imu-sensor 1 human-activity-recognition 1 dimensionality-reduction 1 mnist-handwriting-recognition 1 mnist-dataset 1 mnist 1 model-deployment 1 model-server 1 machine-learning-library 1 anomaly-detection 1 rest-api 1 rubix-server 1 algorithm 1 tf-idf 1 api 1 text-sentiment 1 http-server 1 inference 1 inference-engine 1 inference-server 1 infrastructure 1 text-classification 1 json-api 1 sentiment-classification 1 sentiment-analysis 1 multi-layer-perceptron 1 imdb 1 backpropagation 1 iris-dataset 1 microservice 1 introduction-to-machine-learning 1 gradient-boost 1 ensemble 1 object-detection 1 cifar-10 1 t-sne 1 risk-assessment 1 monte-carlo-simulation 1 manifold-learning 1 logistic-regression 1 credit-card 1 unsupervised-learning 1 synthetic-dataset-generation 1 synthetic-data 1 kmeans 1 k-means-plus-plus 1 k-means-clustering 1 k-means 1 contingency-table 1 ai 1 divorce-prediction 1 divorce 1 naive-bayes-classifier 1 naive-bayes-algorithm 1 naive-bayes 1 dota2 1 dota 1 classifier 1 rubix 1 predicting-housing-prices 1 kaggle-competition 1 kaggle 1 housing-prices 1 gradient-boosting-regressor 1 gradient-boosting-machine 1 gradient-boosting 1 gradient-boosted-trees 1