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Commits on Mar 13, 2018

• Add objective

  bhushan23

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• Adding Reports

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• Adding contributors

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Commits on Dec 7, 2017

• ESP8266 Code

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• Android App

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• Reading maxUsage from metadata.json

  bhushan23

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• TV and Microwave data used

  bhushan23

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• Clean up: Deleting Server.ipynb and ARIMA.py

  bhushan23

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• ARIMA model and Microwave saved model with LSTM 100 cells and 2 Epochs

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• Sending httprequest to device

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Commits on Dec 6, 2017

• Fixed local time issue: considering local time now

  bhushan23

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• Trained Microwave with 100 LSTM cell

  bhushan23

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• Load TV and Threshold value in smartOff

  bhushan23

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• TKInter for server interfacing

  bhushan23

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• created smartOff consisting of helper routines

  bhushan23

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• Month Freq + Microwave full model

  bhushan23

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• saved model trained with full TV data channel 5 house 5

  bhushan23

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• Full TV Data with LSTM including: Prediction for next 3 hours, Current time, Normalizing by Max

  bhushan23

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• ARIMA and LSTM models

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Commits on Dec 4, 2017

• Trained and tested with Full dataset

  bhushan23

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• LSTM Initial implementation

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Commits on Dec 3, 2017

• Delete channel 7 data

  bhushan23

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• Data processing and gitignre

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• ARIMA model and ignoring data files

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Commits on Nov 17, 2017

• 3D Graph Day x Hour x Usage

  bhushan23

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• 3D graph for data

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• Linear regression plot 2D

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• Split into date and plot graph

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Commits on Nov 16, 2017

• Dataplot changes

  bhushan23

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• Linear regression in scikit-learn

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• Inital Commit

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Commits on Oct 26, 2017

• Initial commit

  bhushan23

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