Javier's repositories
Intro-a-Deep-Learning-UNAM-FC
En este repositorio subiremos códigos útiles para el curso.
Kernel-k-means
Implementation of kernel k-means in python
Missing-values-Inputation-methods-
Comparative analysis of four different machine learning inputation methods for data sets with missing values.
BDP-XFC
Base de datos de la vida académica de la Facultad de Ciencias de la UNAM
Imbalanced-Methods
This repositorie contains some stuff to balance datasets when non-extreme umbalance is present.
Medical-Infraestructure-analysis
In this repository are some notebooks to explore the medical public infraestructure of México.
Model-Selection-LM-
Some tools to chose variables when linear models are proposed.
Bonferroni-confidence-intervals
Some notes and code to compute the Bonferroni and Simultaneous confidence interval for multivariate data and confidence ellipse.
Categorizing-Music
Analysis of an extract of data from the Free Music Archive (FMA) data set using LDA, QDA, multilogit and Neural networks classificators.
CV-FOLD-Fruits-dataset
Using CV-FOLD to get the best parameters to classificate the MNIST-digits data set with 5 classificators: -Support vectors machine -Logistic regression -Decision tree -Ada boost -MLP classifier Obtaining the best score with support vector machine.
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
FDA-and-weighted-FDA-
Implementation of FDA and weighted FDA using a linear regression over the labels
Manifold-Learning
This repositorie includes some notebooks that implement several methods for manifold learning techniques for dimentionality reduction.
ModeloRepositorioJusticIA
Este es un ejemplo de como deben de crear su repositorio.
Noise-reduction-techniques
This repositorie contains a notebook and an executable .py with a class that includes five implementations of methods to reduce the noise in a data set.
On-line-Perceptron
Implementation of on line learning simple perceptron tested in a Diabetes data set and compared with LDA, QDA and Logistic Regression classificators.
PCA-on-Eigenfaces-and-Fruits-DataSet
PCA representation of eigenfaces and knn to find your most similar face
picoGPT
An unnecessarily tiny implementation of GPT-2 in NumPy.
Preprocessing
Some notebooks to ilustrate some preprocessing techniques.
Riesgo-COVID-en-metropolis-SPI-2021
Este repositorio cuenta con el trabajo hecho para estimar riesgos de infección para COVID 19 en zonas metropolitanas de México.
SiamMask
[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach
skforecast
Time series forecasting with scikit-learn models
Spotify-API
Notebooks to extract spotify data