TensorFlow C# samples
Samples for LostTech.TensorFlow, TensorFlow binding for .NET
BasicMath- creates two constant tensors and performs simple algebraic operations on them
CharRNN - generates semi-sensical text in the style of input. For example (Shakespeare):
LOST: What is your name beautiful princess?
COMPUTER: Gradient your horn of exemity.
GLOUCESTER: how one sick up scourish, thither place and thronds the grow for these bowing.
MARIANA: He shall speak not reverbering injurance.
CSharpOrNot - a mini-ResNet convolutional network, that guesses programming language, given a rectangular text block from a code file. Has a cross-platform UI demo. Get pretrained model here: https://github.com/losttech/Gradient-Samples/releases/tag/csharp-or-not%2Fv1
FashionMnistClassification - standard TensorFlow example, that classifies small pictures of clothes.
ResNetBlock - same as FashionMnistClassification above, but shows
to implement ResNet block.
RL-MLAgents - reinforcement learning agent, that learns to play Unity 3D based games using Soft Actor-Critic algorithm, and Unity ML agents library. More details in the blog post.
SimpleApproximation - uses a simple 1 hidden layer neural network to approximate an arbitrary function.
All models can be modified and trained.
LICENSE - MIT for all sample code, individual samples might have different licenses (clearing that up, see individual sample folders).
SIREN - neural representation for any kind of signal (image, video, audio).
YOLOv4 - neural network for object detection.