Leg3 Inc.

SVRaaS is a containerized deployment platform for generating, storing, and serving Sentiment Volatility Ratio (SVR) model forecasts using R, Plumber2, Docker, and Docker Swarm.

Reproducible TensorFlow 2.20 CPU build and prebuilt wheel for Linux x86_64 systems without AVX support, validated on Intel Xeon X7560 / Westmere hardware.

Reusable R helpers for retrieving, cleaning, and caching public time series data from BLS, FRED, and CDC.

Standalone repository for preserving, validating, and modernizing the multilayer perceptron forecasting workflow used to predict the log-transformed Sentiment–Volatility Ratio at one- and three-month horizons.

Standalone AR forecasting workflow for the Sentiment–Volatility Ratio capstone project, using UMCSI and VIX data with expanding-window evaluation.

Standalone ARIMA forecasting implementation for the log-transformed Sentiment–Volatility Ratio, using UMCSENT and VIXCLS data from FRED.

A reproducible LSTM forecasting implementation for the log-transformed Sentiment–Volatility Ratio derived from UMCSI and VIX, featuring data preprocessing, time-series modeling, and empirical evaluation of sentiment-driven market volatility dynamics.

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