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Jose Antonio Mancilla's Projects

shiny icon shiny

Easy interactive web applications with R

slidify icon slidify

Practice Slidify. Devoloping Data Product

spgfoodsecurity icon spgfoodsecurity

Repo to generate the algorithms needed for the optimization of the routes and allocation of resources in response to COVID-19.

sports-betting icon sports-betting

Sports betting assistant (with interface) which optimizes earnings regarding odds and offers

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

stocks icon stocks

machine learning web app game where the user competes against the AI in picking stocks

tabformer icon tabformer

Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)

teamcolors icon teamcolors

an R package providing color palettes for pro sports teams

tennis-crystal-ball icon tennis-crystal-ball

Ultimate Tennis Statistics and Tennis Crystal Ball - Tennis Big Data Analysis and Prediction

time-series-forecasting-of-amazon-stock-prices-using-neural-networks-lstm-and-gan- icon time-series-forecasting-of-amazon-stock-prices-using-neural-networks-lstm-and-gan-

Project analyzes Amazon Stock data using Python. Feature Extraction is performed and ARIMA and Fourier series models are made. LSTM is used with multiple features to predict stock prices and then sentimental analysis is performed using news and reddit sentiments. GANs are used to predict stock data too where Amazon data is taken from an API as Generator and CNNs are used as discriminator.

tourism-dashboard-public icon tourism-dashboard-public

Source code the New Zealand Tourism Dashboard which is deployed to https://mbienz.shinyapps.io/tourism_dashboard_prod/

trading-momentum-transformer icon trading-momentum-transformer

This code accompanies the the paper Trading with the Momentum Transformer: An Intelligent and Interpretable Architecture (https://arxiv.org/pdf/2112.08534.pdf).

vertex-ai-samples icon vertex-ai-samples

Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud

walkshed.js icon walkshed.js

Measure pedestrian access using raster analysis in JavaScript.

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