antonroman smart_meter_data_analysis issues - Githubissues

antonroman / smart_meter_data_analysis

This repository contains all the code developed to analyze the smart meter data with HTM and LSTM

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Fix: "A value is trying to be set on a copy of a slice from a DataFrame." in detect_bc_invalid.py

#14 antonroman opened 3 years ago
0
Check if there are missing hours and days in timestamps

#13 antonroman opened 3 years ago
0
Calculate MAPE and RMSE for one-week-ahead S02 forecasting using ARIMA

#12 antonroman opened 3 years ago
0
Calculate MAPE and RMSE for one-week-ahead S02 forecasting using LSTM

#11 antonroman opened 3 years ago
1
Find correlation between input variables and detected failures in the meters

#10 antonroman opened 3 years ago
0
Extract event timeline from original JSON files

#9 antonroman closed 3 years ago
1
Generate S04 files from the original JSON files

#8 antonroman closed 3 years ago
3
Verify control bit in S02 files

#7 antonroman opened 3 years ago
7
Check that S05 timseries is monotonic for each meter

#6 antonroman opened 3 years ago
3
generate CSV files at different aggregation levels

#5 antonroman opened 3 years ago
14
Plot showing hourly meter load for the time-series duration

#4 antonroman closed 3 years ago
9
Search for N/A or missing values in S02 and S05 time-series and find the optimal approach to fil them

#3 antonroman closed 3 years ago
5
Find and prepare metheorological data from the meter location

#2 antonroman closed 3 years ago
2
Generate script to build S02 and S05 CSV files from JSON files

#1 antonroman closed 3 years ago
6