lopeLH

Clickbait-Detection-CNN

Using Word2Vec embeddings and a shallow Convolutional Neural Network to detect clickbait-like headlines.

Compact-Bilinear-Pooling-via-KRP

Example implementation of the Compact Bilinear Pooling via Kernelized Random Projection (CBP-KRP) layer

DeepLearning-caffe-examples

Some examples showing how to make real time classification with a Cifar10-trained CNN (With Caffe framework) and a bit of OpenCV

Gaussian-Bayes-classifier

Simple python implementation of the Gaussian Bayes classifier algorithm (without the naive asumption)

MNIST-reconstruction-LSTM-Tensorflow

MNIST Digit reconstruction by means of LSTM as implemented in TensorFlow.

Multilayer-Perceptron

Basic python-numpy implementation of Multi-Layer Perceptron and Backpropagation with regularization

PolyKernel-RP

Implementation of Random Projection for homogeneous polynomial kernel feature spaces

pypuzzle3d

Python code to find all solutions of arbitrary 3x3x3 cube puzzles.

tf2-advanced-examples

unown-mnist

MNIST-like dataset of unown pokemons.

lopeLH/Multilayer-Perceptron

Basic python-numpy implementation of Multi-Layer Perceptron and Backpropagation with regularization

lopeLH/Gaussian-Bayes-classifier

Simple python implementation of the Gaussian Bayes classifier algorithm (without the naive asumption)

lopeLH/unown-mnist

MNIST-like dataset of unown pokemons.

lopeLH/DeepLearning-caffe-examples

Some examples showing how to make real time classification with a Cifar10-trained CNN (With Caffe framework) and a bit of OpenCV

lopeLH/Tensorflow-basic-examples

Some basic usage examples of TensorFlow I prepared for a workshop at the University of Salamanca.

lopeLH/ICA-by-Distance-Correlation

Independent Component Analysis using Distance Correlation, applied to Bind Source Separation

lopeLH/Pokemon-Variational-Autoencoder

lopeLH/PolyKernel-RP

Implementation of Random Projection for homogeneous polynomial kernel feature spaces

lopeLH/Clickbait-Detection-CNN

Using Word2Vec embeddings and a shallow Convolutional Neural Network to detect clickbait-like headlines.

lopeLH/Compact-Bilinear-Pooling-via-KRP

Example implementation of the Compact Bilinear Pooling via Kernelized Random Projection (CBP-KRP) layer

lopeLH/Lumberjack_Q-learning

Lumberjack game fromTelegram with Q-learning

lopeLH/MNIST-reconstruction-LSTM-Tensorflow

MNIST Digit reconstruction by means of LSTM as implemented in TensorFlow.

lopeLH/pypuzzle3d

Python code to find all solutions of arbitrary 3x3x3 cube puzzles.

lopeLH/LunarLanderGA

This project shows that MLP (Multi layer perceptrons) can be used in videogames.

lopeLH/tf2-advanced-examples

lopeLH/AI-Intro-course

Code examples for the course "Introducción a la IA: Aprendizaje Automático y Redes Neuronales Artificiales"

lopeLH/detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

lopeLH/Logistic-regression

Logistic Regression by gradient descent

lopeLH/mememoji

A facial expression classification system that recognizes 6 basic emotions: happy, sad, surprise, fear, anger and neutral.

lopeLH/Multivariate-linear-regression

Multivariate linear regression with gradient descent

lopeLH/NormalEquation

Multivariate linear regression with the Normal equation method

lopeLH/scikit-learn

scikit-learn: machine learning in Python

lopeLH/SuperMarioMLP

Using Neural Networks to learn the behavior of human players in video-games