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Caleb Andrade's Projects

algorithmic-thinking icon algorithmic-thinking

This represents my work of the Algorithmic thinking I & II modules from the Principles of Computing offered by Rice University and Coursera.

char-rnn-tensorflow icon char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

container-selection icon container-selection

This is a Kmeans Clustering approach to solve the continuous version of the Container Selection Problem (CSP) in two dimensions.

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

ddlp-phd-thesis icon ddlp-phd-thesis

Study of algorithmic efficiency for a combinatorial optimization problem.

deep-learning icon deep-learning

This represents my work on the MOOC Deep Learning Specialization offered by Coursera.

docplex-examples icon docplex-examples

These samples demonstrate how to use the DOcplex library to model and solve optimization problems.

dolly icon dolly

Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

ilm icon ilm

Easily fine tune GPT-2 to fill in missing text

inventory-control icon inventory-control

Inventory control problem, Stony Brook University 2015 This project was as a team, in which I worked on the implementation of Simulated Annealing to solve an inventory control problem of two products with correlated demands. I wrote the code in Python.

lra icon lra

Latent RNA-seq Analysis

menu-planning icon menu-planning

Automatic menu planner in industrial dining rooms, FORDECYT-UNAM 2020 I developed an integer linear programming model to select menus from a recipe data set automatically. The objective is to fulfill the nutritional needs and taste preferences of its users. I wrote the code in Python.

nox icon nox

Flexible test automation for Python

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