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followers: 28.0 following: 25.0 repos: 66.0 gists: 0.0

Name: Giovanni Nuño

Type: User

Bio: C.S. Major

Location: Guanajuato, Guanajuato

I like:

Numerical Analysis/Optimization
Data Science, Machine Learning, Artificial Intelligence
Image/Signal Processing
Functional Programming

🔭 I’m currently working on:

Small implementations in C++ for Image Processing/Machine Learning, nothing unified... one-off repositories of papers that I find interesting.

🌱 I’m currently learning:

Clojure/Scala.
Design Patterns for serious software development.

👯 I’m looking to collaborate on:

Audio/signal processing libraries.
DAWs

Giovanni Nuño's Projects

admm_sparse_hierarchical

Non-negative Matrix Factorization with a tree norm regularization.

affinity_propagation

Affinity Propagation in MATLAB

arc_cosine_kernels

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

Autoencoder Trees, based on Ozan Irsoy's paper.

barnes_hut

Barnes Hut Algorithm for N body sims, in GLUT

binary_laplacian_eigenvectors

Laplacian Eigenvector (eigenfunctions) of binary images

boids

Boids in 2d...

conv_fista

Convolutional Dictionary Learning with FISTA (preliminary)

conv_wasserstein_dist

Convolutional Wasserstein Distances, in Python, based on a lot of peoples work.

cuda_pathtracer

Proyecto para no reprobar Paralelo

data-structures-algorithms-hacktoberfest-2k19

collection of data structures and algorithms in different languages - created by the community during Hacktoberfest 2019

dictionary_learning

Dictionary Learning, with Orthogonal Matching Pursuit based on the Matrix Inversion Lemma

diffusion_limited_aggregation

Diffusion Limited Aggregation, quick 2d example with GLFW

digit_classifier

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

Durand-Kerner Method in Python with a little something extra that plots algebraic integers...

earth_movers_distance

EMD for color images

eigenfaces

Eigenfaces using Python and ORL database

emd2_rbn

Radial Basis Network with an Earth Mover's Distance Squared (EMD^2) loss function.

espectro_en_la_musica

Espectro de la Música, Jupyter Notebooks de lo presentado para los chavos de la prepa oficial.

fast_weighted_median_filter

Fast Weighted Median Filter

features_kmeans

Learning Feature Representations with K-Means based on Adam Coates and Andrew Y. Ng's paper

fuzzy_kflats

Fuzzy K d-flats Clustering

geodesic_transform

Geodesic Transform based on Yatziv, Bartesaghi, and Sapiro's paper.

gionuno

My Profile

github-do-not-ban-us

Github do not ban us from open source world :iran:

gomoku

Negamax AI for Gomoku (Five In A Row).

graphcut

Graphcut with the Boykov Kolmogorov, with app made in GTK+ 3

group_invariant_kernels

Group Invariant Kernels, based on Learning with Group Invariant Features by Youssef Mroueh, et al.

hacktoberfest2019

Create your first pull request and get a free Tee from Github and DigitalOcean. 🎉

height_field_fluid

Shallow water equations with BFECC advection scheme. Quick example in GLFW.

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