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Project for MLG (CS244W). Predicting voltages on a low voltage network with GNNs.

active 2023-11-212024-06-06 (UTC)

Complete coverage26,500 / 26,500 hourly files (100%) · 2 absent upstream2023-08-152026-08-23 (UTC)
Events
120
Pushes
96
Pull requests
0
Issues
14
Stars
0
Forks
0

Activity over time

Daily event counts in the loaded window

Line chart, 199 days from 2023-11-21 to 2024-06-06. Pushes: 96 total, peak 18 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 14 total, peak 6 in a day. Comments: 0 total, peak 0 in a day. Stars: 0 total, peak 0 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
Kriznar4533900
VidKalisnik212100
austirol191900
TomoTesten171700

Recent activity

Latest issues, pull requests and releases

  • Issue#16Kriznar42023-12-15 16:17
    make models deterministic with seeds
  • Issue#15Kriznar42023-12-15 14:11
    Visualize results, prepare some visualization functions (visualize results as time series and also as networks graph)
  • Issue#14Kriznar42023-12-15 14:11
    Prepare results of different models and compare them.
  • Issue#13Kriznar42023-12-15 14:11
    Train some models: Gather them in one place, standardize them, run some training for final results, standardize how we save models and all other parameters of training
  • Issue#12Kriznar42023-12-15 14:10
    Standardize Train, Eval and Test, put them as functions in utils.py
  • Issue#11Kriznar42023-12-14 11:50
    train only on one month of data to speed up process
  • Issue#10Kriznar42023-12-11 07:11
    LSTM base estimator and its performance
  • Issue#9Kriznar42023-12-11 07:10
    Runing average base estimator and its performance
  • Issue#7Kriznar42023-12-02 21:43
    batching
  • Issue#5Kriznar42023-12-02 10:53
    Phisics inspired fill NaN (0.5h just to take a look of the topic)
  • Issue#4Kriznar42023-12-02 10:51
    Lazy data loader (2-3hours)
  • Issue#3Kriznar42023-12-02 10:50
    Test loop (1hour)
  • Issue#2Kriznar42023-12-02 10:50
    Training loop (1hour)
  • Issue#1Kriznar42023-12-02 10:50
    Normalize data (1-2hours)

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 0 stars here means stars gained during the window, not the repo's star count.