SagitiminskyCellEnMon-Research Part 10 — Toy exampleWe are going to start off with a toy example of the experiment. We are not going to examine the results of this experiment, but it is very…Jan 8, 2022Jan 8, 2022
SagitiminskyCellEnMon-Research Part 8 — Technical problem formulationThe formulation of the problem goes as follows: we are provided metadata and data for 2 domains, we will call domain 1 the attanuation…Jan 8, 2022Jan 8, 2022
SagitiminskyCellEnMon-Research Part 8 — preprocessing augmentationThere are multiple ways to implement the NN, but an interesting approach is to see the input as tabular input.Dec 3, 2021Dec 3, 2021
SagitiminskyCellEnMon-Research Part 7 —shift to 100% data percentageNow that we have built the first version of the model, and gained access to the GPU, we are ready to start scrapping the necessary data and…Dec 3, 2021Dec 3, 2021
SagitiminskyCellEnMon-Research Part 6 — final bugs in dme scrapperThese weeks were dedicated to fixing some final bugs in the scrapper, now we are able to scrape a single type of link for a specific…Dec 3, 2021Dec 3, 2021
SagitiminskyCellEnMon-Research Part 5 — Minor tweaks and clarificationsSome modifications were made: 1. The dme(daily measurement explorer) scrapper now accepts the coordinated of both the receiving station…Dec 3, 2021Dec 3, 2021
SagitiminskyCellEnMon-Research Part 4 — Data Scrapper- IMS and GAN Pre-Train Using AutoencodersSo in parts 1 and 2, we’ve discussed how we retrieve data for group X, now we’ll retrieve data for the second group Y. As stated in part 3…Dec 3, 2021Dec 3, 2021
SagitiminskyCellEnMon-Research Part 3 — Cycle-Consistent Adversarial NetworksI would like to partially analyze the following paper: Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks…Dec 3, 2021Dec 3, 2021
SagitiminskyCellEnMon-Research Part 2— project architectureLet’s plan ahead the architecture of our system. We have already implemented an early version of the daily measurement explorer scrapper…Dec 3, 2021Dec 3, 2021
SagitiminskyCellEnMon-Research Part 1 — data scrapperBefore diving into the architecture of the model, we need to set the grounds so that the data will be available for use in real-time.Dec 3, 2021Dec 3, 2021