Community Samples

This is an ever-evolving page where samples and content from the ML.NET community are highlighted, so anyone in the community can also take advantage of these additional samples.

However, note that Microsoft does not maintain the samples in the list below.

Name	Description	ML Tasks or area of focus	API status	Owner
Inclusive Code Reviews	The goal of this project is to produce a machine learning model for classifying sentences for code reviews.	Binary Classification, Sentiment Analysis		Kudos for Jonathan Peppers (jonathanpeppers) and the DevDiv Inclusive Code Reviews v-team
Malicious Packet Detection	Use anomaly detection with ML.NET to detect malicious network activity.	anomaly detection model	ML.NET v1.5.2	Kudos for Mike Berg (mikekberg)
Silencer	A Chrome browser extension written in F# that scans your Twitter DMs and uses ML.NET to filter out toxic text.	classification model	ML.NET v1.5.2	Kudos for Gregor Beyerle (WalternativE)
Smart Labeling	A tool that uses ML.NET to create labeled datasets.	image classification model	ML.NET v1.5.2	Kudos for Daniel Costea (dcostea)
PhotoBombers	An automated object tagging utility for photos using ML.NET	image classification model	ML.NET v1.5.2	Kudos for Paul Amazona (whatevergeek)
Stonks Inc!	Use ML.NET to predict future stock prices.	forecasting model	ML.NET v1.5.2	Kudos for Joey Schentrup (joeySchentrup)
Wine Lovers	Use ML.NET to suggest a type of wine based on a free-form description.	classification model	ML.NET v1.5.0	Kudos for Mircea Dogaru (M1rceaDogaru)
Predicting System Load	Use ML.NET to predict load of withdrawal service of a bank for a given day.	forecasting model	ML.NET v1.5.2	Kudos for Sumeet More (sumbagaara) and Rohan Ghodke
Real-Time Object Detection	Use ML.NET apply object detection to real-time web cam footage	object detection model	ML.NET v1.5.2	Kudos for Sam (msadengineer)
Visual Inspection & Classification of X-Ray Chest Disease	Use ML.NET to visually inspect a sample of X-Ray chest images and predict the sample image according to the categories of Chest Disease	image classification model	ML.NET v1.4	Kudos for Yinka Olowofela (olowoyinka)
COVID-19 Exploratory Data Analysis using .NET	Use .NET DataFrame API and ML.NET to perform analysis on COVID-19 dataset and visualize the trends of virus spread in various countries	forecasting model	ML.NET v1.5	Kudos for Praveen Raghuvanshi (praveenraghuvanshi)
Rom-com or not rom-com	ML.NET project designed to run a machine learning model over a text document and determine if it exhibits the classic characteristics of a rom-com film script.	multi-class classification model	ML.NET v1.4	Kudos for David Gristwood (davidgristwood)
Photo-Search	Sample WPF app running an ONNX model which was previously built with Keras and exported to ONNX model format.	Deep Learning, Image classification	ML.NET v0.9 and .NET Core 3.0	Kudos for Tak-Au
ML.NET sample running on 'TRY .NET'	This sample is compatible with Try .NET.	Binary Classification	Updated to ML.NET v1.2	.NET team
ML.NET Custom Transform	Show a custom transform implementation in ML.NET	Transform	Updated to ML.NET v1.2	Kudos for endintiers
Additional ML.NET Demos	Multiple additional ML.NET demos/samples	Multiple ML tasks	ML.NET v1.0	Kudos for jeffprosise
VB.NET samples for ML.NET	VB.NET samples, similar to some of the Getting Started samples, but implemented with VB.NET	Most in ML.NET	Updated to ML.NET v0.9	Kudos for Nukepayload2
ML.NET in visual desktop UWP app	Demonstrates how to use ML.NET to implement some Machine Learning use cases in UWP. Blog Post here	Multiple ML tasks	1.0.0	Kudos for @diederikkrols
Multi-Output Regression with ML.NET & TensorFlow	Multi-Output Regression with ML.Net and TensorFlow	Regression with TF	Updated to ML.NET v0.9	Kudos for zeahmed
DataFrame for ML.NET	It implements a subsample of pandas's dataframes API, on top of ML.NET	Data wrangling	TBD	Xavier Dupré xadupre [MSFT]
Beer-ML	Demo project uses Systembolaget (government owned chain of liquor stores in Sweden) database for four types of ML Tasks	Binary Classification, Multi-Class Classification, Regression, Clustering	ML.NET v1.0.0-preview	Alexander Dragunov, adrag239
Simple Linear Regression	Predicts salary based off years of experience.	Regression	Uses Static API. Needs to migrate to Dynamic API	Jon Wood, jwood803
ONNX model scoring	Apache MXNet MLP model exported to ONNX and used in ML.NET	Regression		Cosmin Catalin, cosmincatalin
IRIS Flowers Classifier - UWP APP	IRIS Flower Species Prediction	Multiclass Classification	ML.Net 1.0.0	Paula Scholz,PaulaScholz
Taco vs Burrito Image Classifier	Taco vs Burrito Image Classifier	Image Classification using TensorFlow -Transfer Learning	1.0.0	Seth Juarez,sethjuarez
Multiple ML.NET samples and demos	Multiple ML.NET samples and demos	TensorFlow, AutoML, classification, Digit classification, etc.	1.0.0	by jeffprosise
Mushroom Classifier Using C# and ML.Net	App to classify the mushrooms whether they are edible or poisonouss	Binary Classification	1.3.1	by deepak21188

Chinese Samples

Name	Description	ML Tasks or area of focus	API status	Owner
Chemical Molecular Data Format	Demonstrates how to use the ML.NET to predict chemical molecular data format.	Multi-Class classification	ML.NET v0.10 and .NET framework 4.6.1	Kudos for Chen Qing Yang
Other ML.Net Samples	Consists of list of ML.NET samples in Chinese similar to ML.NET Samples in English	ML Tasks similar to taks in ML.NET Samples	ML.NET v0.7	Kudos for feiyun0112

Videos

Name	Description	Owner
ML, Data Science, AI Playlist	YouTube playlist containing an introduction and sample walkthroughs of ML.NET	Kaushik Roy Chowdhury, krchome

Do you have any cool ML.NET sample that you'd like to share with the community? If so, add it to the following issue and eventually, it'll be showcased in this page.

https://github.com/dotnet/machinelearning-samples/issues/86

Thanks for your contribution! :)