Projects in Awesome Lists tagged with machine-learning-tutorial

A curated list of projects in awesome lists tagged with machine-learning-tutorial .

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https://github.com/mrdbourke/cs329s-ml-deployment-tutorial

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

cloud-services deployment-tutorial food-vision google-cloud machine-learning machine-learning-deployment machine-learning-tutorial tensorflow

Last synced: 04 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: 07 May 2025

https://github.com/jim-schwoebel/voice_gender_detection

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

gender-classification gender-detection machine-learning machine-learning-model machine-learning-modeling machine-learning-practice machine-learning-tutorial neurolex surveylex tutorial voice voice-activity-detection voice-assistant voice-commands voice-computing voice-control voice-recognition workshop-materials

Last synced: 17 Dec 2024

https://github.com/ashishpatel26/ml-notes-in-markdown

Machine learning notes that make your reading easy

machine-learning machine-learning-notes machine-learning-tutorial machine-learning-tutorials machinelearning machinelearning-python ml

Last synced: 14 May 2025

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/benckx/dnn-movie-posters

Classify movie posters by genre

ai cnn cnn-classification keras keras-classification-models keras-tutorials machine-learning machine-learning-tutorial movies tensorflow tensorflow-examples tutorial

Last synced: 02 May 2025

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: 26 Jun 2025

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/curiousily/logistic-regression-with-tensorflow-js

Predict diabetes disease using a Logistic Regression with TensorFlow.js

artificial-intelligence logistic-regression machine-learning machine-learning-tutorial tensorflow-js tensorflowjs

Last synced: 26 Apr 2025

https://github.com/leanh153/machine-learning

Machine learning case study

classification clustering-algorithm cousera-specialization deep-learning kmeans-clustering machine-learning machine-learning-algorithms machine-learning-tutorial regression sklearn sklearn-library

Last synced: 28 Feb 2025

https://github.com/mai11122006/iris-ml-classifier

PyTorch model that classifies Iris species based on characteristics about the length and width of sepals and petals.

cicd classification classification-algorithm cross-validation docker example-project flask heroku iris-dataset logistic-regression machine-learning-tutorial php-ml rubix-ml tutorial

Last synced: 08 Mar 2025

https://github.com/zoubyr/traditional-machine-learning

Geleneksel Makine Öğrenmesi Yöntemleri ile Çalışmalarım

classifier computer-vision elixir face-recognition gaussian-mixture-models human-segmentation image-processing iris machine-learning machine-learning-tutorial markov-model neural-network python text-classification

Last synced: 15 Apr 2025