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basicui-angular

clids-cnn-lstm-based-inventory-demand-forecasting-system

A regression model that predicts the time window for the replacement of aircraft wheels using a CNN-LSTM algorithm. Various features were taken into account to predict the cycles after which the tyre must be replaced.

ibm-project-22149-1659805918

Crude Oil Price Prediction

nithinsoundar

retail-demand-forecasting

A deep learning model that predicts the demand of an item for a particular time period in 10 retail stores. The model showed an RMSE of 18. Various deep learning models such as CNN, LSTM, MLP, CNN-LSTM were compared and CNN-LSTM showed the least RMSE.

springjwtokens

A Spring Boot application that makes use of JWT authentication for securing an exposed REST API. Any user will be able to consume the restricted API only if it has a valid JSON Web Token (JWT).

stock-price-prediction

The model was able to predict the stock values of Reliance Industries shares using a deep learning algorithm -Long short-term memory cells. The model was trained using more than 10 years of previous data. The model had an accuracy of about 93%.