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This directory contains 7 workflows.

IconAviation Sentiment Analysis 

Aviation Review Sentiment Analysis. This workflow shows how to train a simple neural network for text classification, in this case sentiment analysis. The […]

IconCity Landmark Accessibility Predictions 

Stage 2 — ANN Training, Prediction and Evaluation

IconCity Landmarks - Predicting Visitors Satisfaction 

Part 2: ANN Model Development and Training

IconHousing Price Prediction 

Stage 2 — Split, normalize, and train the ANN. OBJECTIVE. Train the ANN on one subset of houses and reserve another subset. for testing on unseen data. 4. […]

IconMultivariate LSTM Forecasting of Urban Bike Demand 

Stage 3 — Training, Prediction and Evaluation. Split data chronologically into training, validation and test sets. Train the LSTM, predict hourly rentals, […]

IconPredicting Swimming Training Effect with an ANN 

Stage 3 — Predict and evaluate

IconTraffic Prediction with simple LSTM 

Stage 1 - Data Preparation: Import traffic data, clean records, extract time features, and create lag variables.