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Top 23 C# Machine Learning Projects
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WaveFunctionCollapse
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
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ml-agents
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
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TensorFlow.NET
.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.
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SaaSHub
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FaceRecognitionDotNet
The world's simplest facial recognition api for .NET on Windows, MacOS and Linux
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PiP-Tool
PiP tool is a software to use the Picture in Picture mode on Windows. This feature allows you to watch content (video for example) in thumbnail format on the screen while continuing to use any other software on Windows.
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Catalyst
🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models. (by curiosity-ai)
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NeuralNetwork.NET
A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN
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Project mention: I use Wave Function Collapse to create levels for my game (2022) [video] | news.ycombinator.com | 2024-02-27
Project mention: How do I change the maximum number of steps for training | /r/MLAgents | 2023-12-07
TensorFlowSharp
But to answer your question. I've run UNet in C#. I trained the data originally using python and used SciSharp to run the model using GPU for a solution more than 5 years ago.
Project mention: Camera-Related Package that works well with C# in Raspberry Pi OS 64-Bit or any other Arm64 device | /r/dotnet | 2023-05-23
Project mention: What do you feel about being able to type anything to an NPC? | /r/gamedesign | 2023-06-30
Project mention: Rxinfer: Automatic Bayesian Inference Through Reactive Message Passing | news.ycombinator.com | 2023-11-24A closer library is Infer.NET: https://dotnet.github.io/infer
It includes a really mature compiler that generates very efficient message passing and variational inference, with support for online inference, which is the main focus on Rxinfer.
You can call Infer.NET from Python in a number of ways, despite it is not a CPython library.
Check this link https://github.com/SciSharp
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
C# Machine Learning related posts
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I use Wave Function Collapse to create levels for my game (2022) [video]
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Rxinfer: Automatic Bayesian Inference Through Reactive Message Passing
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It's Okay to Make Something Nobody Wants
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The Wavefunction Collapse Algorithm
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Kullback–Leibler Divergence
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All of it under the most poorly designed and maintained village
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What do you feel about being able to type anything to an NPC?
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A note from our sponsor - InfluxDB
www.influxdata.com | 5 May 2024
Index
What are some of the best open-source Machine Learning projects in C#? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | WaveFunctionCollapse | 22,745 |
| 2 | ml-agents | 16,358 |
| 3 | ML.NET | 8,846 |
| 4 | OpenCvSharp | 5,137 |
| 5 | TensorFlowSharp | 3,128 |
| 6 | TensorFlow.NET | 3,118 |
| 7 | simulator | 2,196 |
| 8 | spark | 1,999 |
| 9 | Emgu CV | 1,995 |
| 10 | OpenAI-API-dotnet | 1,714 |
| 11 | infer | 1,538 |
| 12 | NumSharp | 1,312 |
| 13 | FaceRecognitionDotNet | 1,085 |
| 14 | com.unity.perception | 872 |
| 15 | PiP-Tool | 870 |
| 16 | tf-lite-unity-sample | 814 |
| 17 | ConvChain | 722 |
| 18 | Catalyst | 679 |
| 19 | OpenAI-DotNet | 582 |
| 20 | resin | 564 |
| 21 | NeuralNetwork.NET | 536 |
| 22 | SharpLearning | 374 |
| 23 | SynthDet | 350 |
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