Giovanni Nuño's Projects
Non-negative Matrix Factorization with a tree norm regularization.
Affinity Propagation in MATLAB
Experimentation with arccosine kernels, with a softmax perceptron for classification, and a use of isomap. Based on the paper Kernel Methods for Deep Learning by Youngmin Cho and Lawrence K. Saul.
Autoencoder Trees, based on Ozan Irsoy's paper.
Barnes Hut Algorithm for N body sims, in GLUT
Laplacian Eigenvector (eigenfunctions) of binary images
Boids in 2d...
Convolutional Dictionary Learning with FISTA (preliminary)
Convolutional Wasserstein Distances, in Python, based on a lot of peoples work.
Proyecto para no reprobar Paralelo
collection of data structures and algorithms in different languages - created by the community during Hacktoberfest 2019
Dictionary Learning, with Orthogonal Matching Pursuit based on the Matrix Inversion Lemma
Diffusion Limited Aggregation, quick 2d example with GLFW
Interactive Digit Classifier with Java FX... made with Hu Moments (maybe a later an improved version with a full CNN will be made).
Durand-Kerner Method in Python with a little something extra that plots algebraic integers...
EMD for color images
Eigenfaces using Python and ORL database
Radial Basis Network with an Earth Mover's Distance Squared (EMD^2) loss function.
Espectro de la Música, Jupyter Notebooks de lo presentado para los chavos de la prepa oficial.
Fast Weighted Median Filter
Learning Feature Representations with K-Means based on Adam Coates and Andrew Y. Ng's paper
Fuzzy K d-flats Clustering
Geodesic Transform based on Yatziv, Bartesaghi, and Sapiro's paper.
My Profile
Github do not ban us from open source world :iran:
Negamax AI for Gomoku (Five In A Row).
Graphcut with the Boykov Kolmogorov, with app made in GTK+ 3
Group Invariant Kernels, based on Learning with Group Invariant Features by Youssef Mroueh, et al.
Create your first pull request and get a free Tee from Github and DigitalOcean. 🎉
Shallow water equations with BFECC advection scheme. Quick example in GLFW.