Discover ambujmishra0008/Time-Series-Forcasting Open Source project

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ambujmishra0008

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In this repository i have implemented various Deep Learning multivariate and multiheaded time series forecasting models . Apart from that i have also uploaded the Ipython file of Grid_Search and Ensemble_Learning technique which i have implemented during my summer intern of IIT-Mandi(May 2019)

Electricity-Theft-Detection-

Here i used Ensemble of Two Convolutional Neural Network

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Landslide-Forecasting-System

● Work on the project “LANDSLIDE FORECASTING SYSTEM” with Dr. Varun Dutt, an Associate Prof of IIT MANDI. ● My task was to implement various Deep Learning Time Series Forecasting models and apply Ensemble Learning to improve prediction.

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Deep-Learning-classifiers-for-Condition-Monitoring-of-Induction-Motor

Extracted statistical features of stator current signal at various fault and healthy states of Induction motor and implemented various deep learning classifier like ANN, CNN etc to classify the type of faults occurs.

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Wind-Energy-Scenario-Generation-Using-ARIMA-Model

In this project i demonstrate the complete guide of ARIMA Model on the wind scenario forecasting dataset

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