Examples Gallery

Examples Gallery

Example	Main model	Purpose
and_test	Perceptron	AND function
xor_test	MlpNN	XOR and non-linear separation
mnist_test	MlpMatrixNN / MlpNN	MNIST digit recognition
ocr_test	MlpMatrixNN / MlpNN	Interactive handwritten digit OCR and MNIST training
tictactoe	MlpNN	Console Tic Tac Toe
winttt	MlpNN	Windows GUI Tic Tac Toe
hopfield_test	HopfieldNN	Pattern recall
rnn_sine	VanillaRnn / GRU / LSTM	Sine-wave prediction
rnn_char	VanillaRnn / GRU / LSTM	Character-level language model
rnn_adding	VanillaRnn / GRU / LSTM	Adding problem benchmark
ae_demo	Autoencoder	Reconstruction / compression
rbf_demo	RBF	Function approximation
cnn_seq	ConvNet	1D sequence classification
transformer_char	MiniTransformer	Character-level autoregressive generation
maze	Q-learning / SARSA	Grid-world navigation
path_finder	Q-learning / SARSA	Graph path solving
dqn_maze	DQN	Neural Q-learning on a grid world
kmeans_demo	KMeans	Clustering
pca_demo	PCA	Dimensionality reduction
linear_regression_demo	LinearRegression	Regression with OLS / gradient descent
net2json	Tool	Convert legacy .net models to JSON