Pinned Repositories
Bayesian_models
Artificial Intelligence projects, documentation and code.
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.
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
Medical-Infraestructure-analysis
In this repository are some notebooks to explore the medical public infraestructure of México.
Missing-values-Inputation-methods-
Comparative analysis of four different machine learning inputation methods for data sets with missing values.
Model-Selection-LM-
Some tools to chose variables when linear models are proposed.
Polish-notation-
C Program that takes an infix expression and returns its numeric value.
Temas-selectos-de-Ciencia-de-Datos-Ayudantias-CIMAT
Javcm's Repositories
Javcm/Intro-a-Deep-Learning-UNAM-FC
En este repositorio subiremos códigos útiles para el curso.
Javcm/Kernel-k-means
Implementation of kernel k-means in python
Javcm/Missing-values-Inputation-methods-
Comparative analysis of four different machine learning inputation methods for data sets with missing values.
Javcm/Temas-selectos-de-Ciencia-de-Datos-Ayudantias-CIMAT
Javcm/BDP-XFC
Base de datos de la vida académica de la Facultad de Ciencias de la UNAM
Javcm/Imbalanced-Methods
This repositorie contains some stuff to balance datasets when non-extreme umbalance is present.
Javcm/Medical-Infraestructure-analysis
In this repository are some notebooks to explore the medical public infraestructure of México.
Javcm/Model-Selection-LM-
Some tools to chose variables when linear models are proposed.
Javcm/Bonferroni-confidence-intervals
Some notes and code to compute the Bonferroni and Simultaneous confidence interval for multivariate data and confidence ellipse.
Javcm/Categorizing-Music
Analysis of an extract of data from the Free Music Archive (FMA) data set using LDA, QDA, multilogit and Neural networks classificators.
Javcm/charlas
Javcm/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.
Javcm/CV-FOLD-MNIST-digits
Javcm/Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
Javcm/FDA-and-weighted-FDA-
Implementation of FDA and weighted FDA using a linear regression over the labels
Javcm/Hackathon-RIIAA-2021
Javcm/Manifold-Learning
This repositorie includes some notebooks that implement several methods for manifold learning techniques for dimentionality reduction.
Javcm/ModeloRepositorioJusticIA
Este es un ejemplo de como deben de crear su repositorio.
Javcm/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.
Javcm/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.
Javcm/PCA-on-Eigenfaces-and-Fruits-DataSet
PCA representation of eigenfaces and knn to find your most similar face
Javcm/picoGPT
An unnecessarily tiny implementation of GPT-2 in NumPy.
Javcm/Preprocessing
Some notebooks to ilustrate some preprocessing techniques.
Javcm/Pro_py
Proyecto secreto
Javcm/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.
Javcm/SiamMask
[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach
Javcm/skforecast
Time series forecasting with scikit-learn models
Javcm/Spotify-API
Notebooks to extract spotify data
Javcm/Tareas
Tareas del curso Análisis de datos y machine learning de la Fac. de Ciencias
Javcm/temp