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68 search results found

Cntk ⭐ 17,463

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Ml Agents ⭐ 15,707

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.

Framework ⭐ 4,017

Machine learning, computer vision, statistics and general scientific computing for .NET

Open deep learning compiler stack for Kendryte AI accelerator ✨

Keras.net ⭐ 544

Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.

Barracuda Release ⭐ 496

Neuralnetwork.net ⭐ 472

A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN

Sdsandbox ⭐ 398

This provides a sandbox simulator for training a self-driving car. This uses Unity for simulation and Python with Keras and Tensorflow for training. Recently updated to work on Python 3.4+ and Keras 2+

Sharplearning ⭐ 372

Machine learning for C# .Net

Convnetsharp ⭐ 362

Deep Learning in C#

Sharpneat ⭐ 357

SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.

Bmw Labeltool Lite ⭐ 288

This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.

Neural Network ⭐ 270

This is a configurable Neural Network written in C#. The Network functionality is completely decoupled from the UI and can be ported to any project. You can also export and import fully trained networks and datasets.

Ngx - Neural network based visual generator and mixer

Cryptonets ⭐ 257

CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allow performing operations such as addition and multiplication over data while it is encrypted. Therefore, it allows keeping data private while outsourcing computation (see here and here for more about Homomorphic E

Alturos.yolo ⭐ 254

C# Yolo Darknet Wrapper (real-time object detection)

Keras Sharp ⭐ 248

An ongoing effort to port the Keras deep learning library to C#, supporting both TensorFlow and CNTK

Kelpnet ⭐ 230

Pure C# machine learning framework

Seq2seqsharp ⭐ 188

Seq2SeqSharp is a tensor based fast & flexible deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, different network types (Transformer, LSTM, BiLSTM and so on), multi-GPUs supported, cross-platforms (Windows, Linux, x86, x64, ARM), multimodal model for text and images and so on.

Unity Neural Network ⭐ 185

Simple neural network implemented in C# for Unity3D

NOVA is a tool for annotating and analyzing behaviours in social interactions. It supports Annotators using Machine Learning already during the coding process. Further it features both, discrete labels and continuous scores and a visuzalization of streams recorded with the SSI Framework.

Mxnet.sharp ⭐ 139

.NET Standard bindings for Apache MxNet with Imperative, Symbolic and Gluon Interface for developing, training and deploying Machine Learning models in C#. https://mxnet.tech-quantum.com/

Ieu.winforms ⭐ 125

Windows only GUI for ESRGAN with additional features

Blazeposebarracuda ⭐ 117

BlazePoseBarracuda is a human 2D/3D pose estimation neural network that runs the Mediapipe Pose (BlazePose) pipeline on the Unity Barracuda with GPU.

Brightwire ⭐ 116

Bright Wire is an open source machine learning library for .NET with GPU support (via CUDA)

Evolutionary Neural Networks On Unity For Bots ⭐ 73

Neural networks + Genetic algorithm on unity

Yolov4mlnet ⭐ 73

Use the YOLO v4 and v5 (ONNX) models for object detection in C# using ML.Net

Waifu2x Ncnn Vulkan Gui Edition Reloaded ⭐ 71

GUI-based Super-Resolution Convolutional Neural Network（SRCNN）Utility.

Holisticmotioncapture ⭐ 67

HolisticMotionCapture is an application and package that can capture the motion of a person with only a monocular color camera and move the VRM avatar's pose, face, and hands.

Captcha Breaking Library ⭐ 64

Neural network, contour analysis, bitmap vector subtraction CAPTCHA solving library and scripting language with perceptive color space segmentation

Ncnndotnet ⭐ 63

ncnn wrapper written in C++ and C# for Windows, MacOS, Linux, iOS and Android

Deep Learning ⭐ 58

Simple example of using the Accord .NET C# library to implement a deep-learning neural network (deep belief network) with machine learning. Solves XOR and an ASCII digit dataset.

Merkurius ⭐ 58

Portable Deep Learning Library for .NET

Holisticbarracuda ⭐ 58

HolisticBarracuda is the Unity Package that simultaneously estimates 33 pose, 21 per-hand, and 468 facial landmarks on the Unity Barracuda with GPU.

Synapses ⭐ 57

A group of neural-network libraries for functional and mainstream languages

Kaggle_criteo ⭐ 52

Software for the kaggle criteo challenge

Ultimate Volleyball ⭐ 51

3D RL Volleyball environment built on Unity ML-Agents

Mujocounity ⭐ 48

Reproducing MuJoCo benchmarks in a modern, commercial game /physics engine (Unity + PhysX).

Library for running neural networks.

Desktop Agent for Windows

Evolution Simulation in XNA Refresh

Aifororcas Livesystem ⭐ 34

Real-time AI-assisted killer whale notification system (model and moderator portal) ⭐

Neuralaction ⭐ 34

Neural Action is a real-time CNN-based gaze tracking application providing human-machine interface to improve accessibility.

Deep Qlearning Demo Csharp ⭐ 30

This demo is a C# port of ConvNetJS RLDemo (https://cs.stanford.edu/people/karpathy/convnetjs by Andrej Karpathy

Package for rapid prototyping of reinforcement learning environments 🚀

Word2vec.tools ⭐ 23

.Net Implementation for google word2vec tools.

Activeragdollassaultcourse ⭐ 22

Research into Assault Course for training Active Ragdolls (using MujocoUnity+ml_agents)

Activeragdollcontrollers ⭐ 20

Research into controllers for 2d and 3d Active Ragdolls (using MujocoUnity+ml_agents)

Evolution Of Deep Neural Network Using Genetic Algorithm For Self Car Driven ⭐ 20

A 3d Unity simulation for self car driven by Evolution Deep Neural Network Using Genetic Algorithm to train the neural network weights

Gpdotnetv4 ⭐ 20

C# implementation of the various algorithms based on Genetic Algorithm, Genetic Programming and Artificial Neural Networks.

Ogmadrive ⭐ 20

Ogma - OgmaDrive https://ogma.ai/

Cntkunitytools ⭐ 17

Some Deep learning tools in Unity using CNTK

Seq2seqlearn ⭐ 16

C# Sequence to Sequence Learning with Attention using LSTM neural Networks

Breastcancerneuralnetwork ⭐ 15

Implementation of a Neural Network in .NET using the Diagnostic Wisconsin Breast Cancer Database.

Yolodotnet ⭐ 15

YoloDotNet is a C# .NET 8.0 implementation of Yolov8 and ONNX runtime with CUDA

Caraisimulator ⭐ 15

Selfdriving car AI and a simulator to drive in

Chords.py ⭐ 14

Neural networks applied in recognizing guitar chords using python, AutoML.NET with C# and .NET Core

C# implementation of neural networks library. Contains basic types of layers (dense, convolution, pooling, flatten). Supports single CPU, Multi-CPU and GPU tensor operations (using ManagedCUDA). This project is no longer developed, since I ported it to C++ and greatly expanded (Neuro_).

Selfiesegmentationbarracuda ⭐ 14

SelfieSegmentationBarracuda is a human segmentation neural network that runs the Mediapipe Selfie Segmentation on the Unity Barracuda.

Neuralnetwork ⭐ 13

A .Net implementation of an artificial neural network

Hands On Neural Network Programming With Csharp ⭐ 13

Hands-On Neural Network Programming with C#, Publised by Packt

Transition-based Dependency Parser with neural networks and hybrid oracle

Mutationnetwork ⭐ 13

Neural Network Tutorial

Moverbots ⭐ 13

A small Unity AI game built with ML-agents v0.5

Neural networks for Excel

Yet another NEAT implementation

Barracuda Release ⭐ 12

Temp storage Unity Inference Engine builds

Self Driving Car Tutorial ⭐ 11

Autonomous Driving 3D Simulation with Genetic Algorithm and Neural Networks

Linqinfer ⭐ 11

A lightweight and slightly experimental inference library for C# / LINQ

Multi Layer Perceptron ⭐ 11

Simple multilayer percepron (Neural network) made with C#

Neuralnet ⭐ 11

A basic neural network, with a user interface for testing.

Deep Learning with C# and CNTK

Machine.academy ⭐ 10

Neural Network training library in C# with GPU acceleration

Gwent Daily Demo ⭐ 10

updated for gwent 6.1 patch. Now open source and free and no support and no updates ;)

Artificial Life Simulator ⭐ 10

An ecologically inspired multi-agent system. Agents are designed with neural network based decision making, and complex resource requirements.

Stock Prediction Using Artificial Neural Network ⭐ 10

Predict future price using historical data

This was a fun educational project to teach myself neural networks. This mini-framework has full GPU support and was intentionally written from scratch at the lowest level in order to gain the most understanding.

Neat For Speed ⭐ 9

Small Neural Network car racing game made with Unity and C#.

ONNX viewer/editor/inference

A new library for all of the newest ai algorithms

Neuromatic ⭐ 9

A neural network abstraction for C# inspired by Keras

Yolov3mlnet ⭐ 9

Use the YOLO v3 (ONNX) model for object detection in C# using ML.Net

protonet is an implementation of the backpropagation algorithm written in C#

Genetik Perceptron ⭐ 8

A multilayer perceptron (neural network) trained by a genetic algorithm to solve AI challenges.

System.ai ⭐ 8

Machine Learning and Data Analysis stack for .NET ecosystem

Neuralm Server ⭐ 8

Neuralm Server is the backend of the neuralm project. It creates and mutates the neural networks and sends them to the client

Neural.net ⭐ 7

Class libarary used to implement and train neural networks using C#

Neurondotnet ⭐ 7

Sharpneuron ⭐ 7

A .NET Library for Neural Networks based on NeuronDotNet

Neuralnetworkslibrary ⭐ 7

Neural Network implementation in .NET Core

Electron Unity Ffi Playground ⭐ 7

Albiruniml ⭐ 7

AlbiruniML is a linear algebra and machine learning library written in pure c# language inspired from tensorflow

Trafficlightneuralnetwork ⭐ 7

🚥 An Artificial Neural Network based Traffic Light Controller for intersections. Computational Intelligence class final project.

More advanced Unity Neural Network, built from scratch in C#

Neuralnetworkvisualizer ⭐ 6

Easy neural network visualizer control for .Net

NNUE chess engine

A neural network library written simply, efficiently and clearly. Supports convolutional NN.

Sharpneat Tutorials ⭐ 6

The code for the three SharpNEAT tutorials on nashcoding

Imitation Learning In Unity ⭐ 6

What if we record all the information in a game, and we record the player actions, then we train a neural network with that data? Thats what this is!

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