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mrdbourke / cs329s-ml-deployment-tutorial

Star 623

Code and files to go along with CS329s machine learning model deployment tutorial.

machine-learning tensorflow google-cloud cloud-services machine-learning-tutorial deployment-tutorial food-vision machine-learning-deployment
  • Updated Nov 12, 2022
  • Jupyter Notebook

RubixML / Sentiment

Star 118

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 neural-network text-classification imdb dataset tf-idf gradient-descent example-project multi-layer-perceptron backpropagation sentiment-classification php-ml text-sentiment machine-learning-tutorial php-machine-learning
  • Updated Jul 25, 2025
  • PHP

jim-schwoebel / voice_gender_detection

Star 91

♂️♀️ Detect a person's gender from a voice file (90.7% +/- 1.3% accuracy).

machine-learning tutorial voice voice-commands voice-recognition workshop-materials voice-control gender-classification voice-assistant machine-learning-modeling gender-detection machine-learning-practice voice-activity-detection machine-learning-tutorial voice-computing machine-learning-model surveylex neurolex
  • Updated Jun 17, 2024
  • Python

ashishpatel26 / ML-Notes-in-Markdown

Star 72

Machine learning notes that make your reading easy

machine-learning ml machinelearning machine-learning-tutorials machinelearning-python machine-learning-tutorial machine-learning-notes
  • Updated Jun 2, 2021
  • Jupyter Notebook

RubixML / CIFAR-10

Star 60

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 25, 2025
  • PHP

RubixML / Housing

Star 55

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 25, 2025
  • PHP

benckx / dnn-movie-posters

Star 50

Classify movie posters by genre

machine-learning tutorial movies ai tensorflow keras cnn keras-tutorials keras-classification-models tensorflow-examples cnn-classification machine-learning-tutorial
  • Updated Jan 4, 2020
  • Python

RubixML / MNIST

Star 41

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 25, 2025
  • PHP

RubixML / Credit

Star 36

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 cross-validation credit-card dataset classification logistic-regression monte-carlo-simulation t-sne example-project risk-assessment manifold-learning php-ml machine-learning-tutorial rubix-ml php-machine-learning
  • Updated Jul 25, 2025
  • PHP

RubixML / Iris

Star 35

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 May 12, 2026
  • PHP

mdsalnikov / tf-idf_and_k-means

Star 32

Text clustering with K-means and tf-idf

machine-learning tfidf kmeans-clustering machine-learning-tutorial
  • Updated Apr 25, 2019
  • Jupyter Notebook

RubixML / HAR

Star 25

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 dimensionality-reduction momentum example-project human-activity-recognition php-ml softmax-classifier random-projection machine-learning-tutorial rubix-ml imu-sensor php-machine-learning
  • Updated Jul 25, 2025
  • PHP

RubixML / Colors

Star 18

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

php machine-learning tutorial clustering cross-validation 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 25, 2025
  • PHP

RubixML / Divorce

Star 17

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 19, 2023
  • PHP

RubixML / Dota2

Star 16

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 25, 2025
  • PHP

leriomaggio / deep-learning-health-life-sciences

Star 16

Workshop on Deep Learning for Health and Life Sciences

machine-learning deep-learning computational-biology pytorch deep-learning-tutorial life-sciences pytorch-tutorial machine-learning-tutorial health-science
  • Updated Jul 6, 2023
  • Jupyter Notebook

data-flair / Machine-Learning-Tutorial

Star 16

Learn Machine Learning with machine learning tutorials for beginners, ml practicals, ml excerices, Machine Learning Projects, Interview Questions

python machine-learning ml machinelearning learning-by-doing ml-course machine-learning-tutorials ml-tutorial machine-learning-projects machine-learning-tutorial machine-learning-course learn-ml dataflair
  • Updated Nov 15, 2023

curiousily / Logistic-Regression-with-TensorFlow-js

Sponsor
Star 9

Predict diabetes disease using a Logistic Regression with TensorFlow.js

machine-learning artificial-intelligence logistic-regression tensorflowjs tensorflow-js machine-learning-tutorial
  • Updated Sep 4, 2020
  • JavaScript

junhoning / machine_learning_tutorial

Star 7
machine-learning tutorial machine-learning-tutorial
  • Updated Apr 25, 2023
  • Jupyter Notebook

anastazijaverovic / Machine_Learning_Algorithms_R

Star 4

The repository contains exercises on Machine Learning algorithms in R, using RStudio. Used to dive into ML, data preprocessing, data visualisation, and data exploration.

data-science machine-learning r linear-regression machine-learning-algorithms regression data-visualization data-engineering classification dimensionality-reduction reinforcement-learning-algorithms data-processing association-rules regression-models uci-machine-learning machine-learning-practice machine-learning-tutorial classification-models
  • Updated Jan 6, 2021
  • R

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