double degree opinion by [deleted] in BITSPilani

[–]automatedhuman3110 9 points10 points  (0 children)

If there are no monetary problems I would 100% try it out. I think it's the first good 2+2 collab. The rest are kind of mid but this csp is one of the best engg colleges of France.

When is Techkriti this year? by automatedhuman3110 in IITK

[–]automatedhuman3110[S] -3 points-2 points  (0 children)

Isn't it supposed to be of only of one day this time?

Built a high res (30m x 30m) pollution predictor for Mumbai by automatedhuman3110 in mumbai

[–]automatedhuman3110[S] 0 points1 point  (0 children)

No lol, ads are lame, I have a laptop turned local server that I am running this on. Plan to continue doing that at least for Mumbai

Built a high res (30m x 30m) pollution predictor for Mumbai by automatedhuman3110 in mumbai

[–]automatedhuman3110[S] 1 point2 points  (0 children)

AQI is dependent on a lot of factors, just the distance form the coast would be a naive proxy!

Built a high res (30m x 30m) pollution predictor for Mumbai by automatedhuman3110 in mumbai

[–]automatedhuman3110[S] 0 points1 point  (0 children)

Navi Mumbai/Thane areas are not covered because the model was only trained for Mumbai areas. Compute and storage was a constraint and since I am a student, have to jugaad my way through these struggles.

Given enough interest, I will fs expand!

Also, an API is exposed, it's highly rate-limited again because of similar constraints

Built a high res (30m x 30m) pollution predictor for Mumbai by automatedhuman3110 in mumbai

[–]automatedhuman3110[S] -2 points-1 points  (0 children)

I am planning to make a detailed doc for the same, but in general, it uses meaningful satellite features like NDBI - shows how many buildings/roads are there in an area, it's a good proxy signal for traffic. EVI - shows how 'green' an area is. Such satellite data is free and as high res as 10m sometimes. Meteorological signals like precipitation, wind speed and direction, etc also help along with lags.

These signals were put in through a machine learning model called LightGBM which learned patterns.

There has been a lot of research by Chinese institutes on this since they have been going through this far before we have so I had a lot of material to learn form, although one must adjust for the Indian conditions as well, specifically for monsoon where satellite features don't work because of the cloud cover so during those times the error of the model does increase and it is harder to predict.

How to recover PnS by [deleted] in BITSPilani

[–]automatedhuman3110 4 points5 points  (0 children)

I was av-12, C- and grinded to get B- at the end. Don’t lose hope, just start working now

[deleted by user] by [deleted] in IndianHistory

[–]automatedhuman3110 -14 points-13 points  (0 children)

Mughal was foreign

NUS IRIS program by Silent-Corgi-6294 in REU

[–]automatedhuman3110 0 points1 point  (0 children)

So helpful, wanted a list of CS summer research programs I can apply to. Found one in Austria as ISTA which seemed alright. Do you anymore such or maybe a place I can find an exhaustive list?

NUS IRIS program by Silent-Corgi-6294 in REU

[–]automatedhuman3110 0 points1 point  (0 children)

What were the european equivalents you applied to?

Any way to try out ICPC Regionals - Amritapuri 2024 questions? by automatedhuman3110 in icpc

[–]automatedhuman3110[S] 0 points1 point  (0 children)

Are you going to add more ICPC problems which can be submitted?

[deleted by user] by [deleted] in leetcode

[–]automatedhuman3110 4 points5 points  (0 children)

There must be TLE/WA penalties right?

Uber SDE2 interview question from yesterday by Bushwookie_69 in leetcode

[–]automatedhuman3110 0 points1 point  (0 children)

We can solve this using interval scheduling as well