juandados

CFD-Project

colindantes

ConvexCombinator

Este repositorio contiene los archivos de simulación de un sistema tipo FIS-BKR con combinador convexo como controlador para el nivel de líquido de un tanque cilíndrico. (para más detalles revise el archivo Articulo).

docker-django-mini-bank

gait-inference

TensorFlow implementation of a gait prediction system based on computer vision a potential tool for the design of lower limb active prosthesis. It uses YOLOv2 for individual detection, and a human pose estimator built from ResNet-50 and a LSTM as prediction model.

gait-wearable

An implementation of a wearable sensor for gait estimation using the MPU 6050 (Accelerometer, Gyroscope, 6 Axis Sensor) on top of an ESP32 (for reading and bluetooth communication). The data logging and post processing is done using python.

MongoConda

A docker-compose project including Python 3, Jupyter, Mongo databases and Web Service with Flask.

movies_recommendation

A movie recommendation engine from written reviews using collaborative filtering based on low-rank matrix factorization implemented in Python. The raw data is available at http://www.cs.cornell.edu/people/pabo/movie-review-data/

opt-sugar

This package is meant to make the optimization operation (OptOps) tasks easier by providing the building block need to use mlflow for experimentation in the field of mathematical optimization

self-propelling

Matlab implementation of Safe multi-agent coverage for moving domains using artificial potentials for consensus and Hamilton Jacobi collision avoidance.

juandados/self-propelling

Matlab implementation of Safe multi-agent coverage for moving domains using artificial potentials for consensus and Hamilton Jacobi collision avoidance.

juandados/gait-inference

TensorFlow implementation of a gait prediction system based on computer vision a potential tool for the design of lower limb active prosthesis. It uses YOLOv2 for individual detection, and a human pose estimator built from ResNet-50 and a LSTM as prediction model.

juandados/CFD-Project

juandados/docker-django-mini-bank

juandados/gait-wearable

An implementation of a wearable sensor for gait estimation using the MPU 6050 (Accelerometer, Gyroscope, 6 Axis Sensor) on top of an ESP32 (for reading and bluetooth communication). The data logging and post processing is done using python.

juandados/opt-sugar

This package is meant to make the optimization operation (OptOps) tasks easier by providing the building block need to use mlflow for experimentation in the field of mathematical optimization

juandados/credit-risk

juandados/django-docker-aws

juandados/docker-django

juandados/docker-django-final

target example django project

juandados/docker-ionic

juandados/docker-ionic-mini-bank

juandados/el_salvador_jan_6_2024

juandados/fast_api_examples

juandados/fsdl

Repository following the full stack deep learning curse at https://course.fullstackdeeplearning.com/

juandados/GaIn

juandados/handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

juandados/helperOC_dev

juandados/itau-challenge

Building a predictive model that allows to predict the purchase of 5 banking products, to better guide future campaigns.

juandados/juandados.github.io

juandados/LearningSparkV2

This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]

juandados/llms

testing some llms locally

juandados/MIPs-101-coloring

This is a very basic example of how to formulate a MIP model using Pulp python's package

juandados/mlcourse

Machine learning course materials.

juandados/mlops

Following the Datascience in profuction book Ben G Weber

juandados/MPU5060_data_collector

Python library for MPU5060 data collection

juandados/PyPasser

Bypassing reCaptcha V3 by sending HTTP requests & solving reCaptcha V2 using speech to text engine.

juandados/rock-paper-scissors

We pretend to compare different model architectures to classify rock, papper and scissors like images. The main purpose is utilize a small size training set (with low scene variance), and be able to generalize to pictures out of this dataset.

juandados/scikit-learn

scikit-learn: machine learning in Python

juandados/scraping-el-salvador

Repository for the scraping related topics, for the foundations of data science el salvador