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.

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

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

Keras# initiated as an effort to port the Keras deep learning library to C#, supporting both TensorFlow and CNTK

Windows only GUI for ESRGAN with additional features

3D RL Volleyball environment built on Unity ML-Agents

Portable Deep Learning Library for .NET

Small neural network framework developed in C#, specialized in digit classification (MNIST dataset)

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

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

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

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

.Net Implementation for google word2vec tools.

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

Implementation of SharpNEAT in Unity 2020. Full refactor of the UnityNEAT project.

A new library for all of the newest ai algorithms

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_).

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

Simple multilayer percepron (Neural network) made with C#

Simple pytorch-like framework made with Csharp