javiccano

extended-kalman-filter-for-object-tracking-in-sensor-networks

Application of the Extended Kalman Filter (EKF) in sensor networks, through its implementation in the problem of object tracking.

machine-learning-classifiers-dimensionality-reduction-and-applications-in-satellite-imagery

Performance evaluation of different classification and dimensionality reduction strategies, and applications in the classification of the crop type of a set of pixels in a multiband spectral image.

deep-learning-with-pytorch---exercises

Recurrent Neural Networks (RNNs) and Graph Neural Networks (GNNs) exercises in PyTorch.

javiccano.github.io

📝 My personal website. Powered by the Academic theme for Hugo.

academic-kickstart

📝 Easily create a beautiful website using Academic, Hugo, and Netlify

adversarial-robustness-toolbox

Python library for adversarial machine learning (evasion, extraction, poisoning, verification, certification) with attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support

bayesian-machine-learning

Notebooks about Bayesian methods for machine learning

coding-interview-university

A complete computer science study plan to become a software engineer.

Credit-Card-Fraud-Detection-using-Autoencoders-in-Keras

iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data

gaussian-mixture-models-for-speaker-identification

Implementation of a text-independent Speaker Identification (SI) system based on Gaussian Mixture Models (GMMs).

gaussian-process-regression-for-energy-generation-prediction

Prediction of the net hourly generated energy of a Combined Cycle Power Plant using Gaussian Process Regression (GPR).

HatefulUsersTwitter

Characterization and detection of hateful users on Twitter.

introduction-to-github

Machine-Learning-Notebooks

Machine Learning notebooks for refreshing concepts.

Malware-Classification-using-Deep-Learning

Using deep learning technique to classify malware based on behaviors data

microsoft-malware-classification-challenge

Malware Detection and Classification Using Machine Learning

ML4all

Introductory Notebooks on Machine Learning topics.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

SATechnicalOnboarding

selenium

A browser automation framework and ecosystem.

TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc.

topic-modeling-lda-and-svms-for-wikipedia-articles-classification

Topic Modeling, Support Vector Machines (SVMs) and Latent Dirichlet Allocation (LDA) for Wikipedia Articles Classification.

Wikipedia_contradict_benchmark