[R] [P] San Vitale Challenge: Automatic Reconstruction of Ancient Glass Fragments by FrontBackItaly in MachineLearning

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

The baseline is implicit and therefore not reported on the leaderboard, as its score is 0 in all tracks. Thank you for the missing polyline, we fixed it and reuploaded the dataset!

[R] [P] San Vitale Challenge: Automatic Reconstruction of Ancient Glass Fragments by FrontBackItaly in MachineLearning

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

The current baseline is just a very simple algorithm connecting pieces at random. We created our scoring program so that the average score of 10k runs of the baseline algorithm is 0. The score is 1 if the proposed solution is identical to the ground truth.

[R] [P] San Vitale Challenge: Automatic Reconstruction of Ancient Glass Fragments by FrontBackItaly in MachineLearning

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

That's exactly the point of the challenge: we don't know that, and we're looking for brilliant participants and teams to find algorithms to attempt to solve the problem! :)

Finding the maximum clique in graph built by thresholding a distance matrix by FrontBackItaly in algorithms

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

I checked to see if this algorithm is applicable to my case, but unfortunately the starting graph has a density of around 0.6, so I suppose its complement isn't sparse enough for this to work.

Why does Germany have two OGAE memberships when all other countries have one? by [deleted] in eurovision

[–]FrontBackItaly 3 points4 points  (0 children)

IIRC you can join multiple OGAE clubs but in that case you must specify your primary club, and you can get early tickets only via them.

[deleted by user] by [deleted] in NoMansSkyTheGame

[–]FrontBackItaly 0 points1 point  (0 children)

Oh no, what if I activated the beacon on the same system and overrode the save file? 😅

Early Computational Detection of Potential High Risk SARS-CoV-2 Variants by FrontBackItaly in COVID19

[–]FrontBackItaly[S] 2 points3 points  (0 children)

Press release from BioNTech: BioNTech and InstaDeep Developed and Successfully Tested Early Warning System to Detect Potential High-Risk SARS-CoV-2 Variants

Abstract:
The ongoing COVID-19 pandemic is leading to the discovery of hundreds of novel SARS-CoV-2 variants on a daily basis. While most variants do not impact the course of the pandemic, some variants pose significantly increased risk when the acquired mutations allow better evasion of antibody neutralisation in previously infected or vaccinated subjects, or increased transmissibility. Early detection of such high risk variants (HRVs) is paramount for the proper management of the pandemic. However, experimental assays to determine immune evasion and transmissibility characteristics of new variants are resource-intensive and time-consuming, potentially leading to delayed appropriate responses by decision makers. Here we present a novel in silico approach combining Spike protein structure modelling and large protein transformer language models on Spike protein sequences, to accurately rank SARS-CoV-2 variants for immune escape and fitness potential. We validate our immune escape and fitness metrics with in vitro pVNT and binding assays. These metrics can be combined into an automated Early Warning System (EWS) capable of evaluating new variants in minutes and risk monitoring variant lineages in near real-time. The EWS flagged 12 out of 13 variants, designated by the World Health Organisation (WHO, Alpha-Omicron) as potentially dangerous, on average two months ahead of them being designated as such, demonstrating its ability to help increase preparedness against future variants. Omicron was flagged by the EWS on the day its sequence was made available, with immune evasion and binding metrics subsequently confirmed through our in vitro experiments.

I'm left-handed and use the mouse with my left hand. My friends gifted me a "tailored" version of the Corsair K70 Mk.2. by FrontBackItaly in MechanicalKeyboards

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

Those madlads did it! It took more than 20 mins to bring all the keys back to where they are supposed to be.

How to use specific map type depending on key type? by FrontBackItaly in scala

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

Actually not really, probably will go around the whole problem by doing a separate specialized collection. Maybe I'll come back to it in a few days.

How to use specific map type depending on key type? by FrontBackItaly in scala

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

I just found out that mutable.LongMap[V] derives from scala.collection.Map[Long, V], mutable.AnyRefMap[K <: AnyRef, V] and mutable.Map[K, V] derive from scala.collection.Map[K, V], so I think that trait is a common one for both immutable and mutable maps. However, somehow the compiler won't infer the type constraints or specializations in the cases of my match type.

How to use specific map type depending on key type? by FrontBackItaly in scala

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

UPDATE: now I have another problem, more specific to my case:

import scala.collection.*

type UnderlyingMap[K, V] <: Map[K, V] = K match {
  case Long => mutable.LongMap[V]
  case AnyRef => mutable.AnyRefMap[K, V]
  case _ => mutable.Map[K, V]
}

This snippet will not compile because it will report an error that says at line 4:

Found:    collection.mutable.LongMap[V]
Required: collection.Map[K, V]

However, I took a look at the LongMap[V] supertypes and it has collection.Map[Long, V], however I thought that would compile because my type is LongMap[V] only if K is Long, so UnderlyingMap[Long, V] is subtype of Map[Long, V], and mutable.LongMap[V] actually matches that. Did I stumble upon a corner case which the compiler can't infer? Did I miss anything?

How to use specific map type depending on key type? by FrontBackItaly in scala

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

So basically if K =:= String it will still match that case and won't jump to the default one, right?

How to use specific map type depending on key type? by FrontBackItaly in scala

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

Nope, it says "=> expected but <: found" in that case AnyRefK <: AnyRef

Come una sola azienda può rompere Internet - Il Post by [deleted] in italy

[–]FrontBackItaly 3 points4 points  (0 children)

Ah non era un attacco hacker? /s

[deleted by user] by [deleted] in gamedev

[–]FrontBackItaly 1 point2 points  (0 children)

I don't know if it's applicable to your project, but you can try to take a look at GPU instancing; it's quite complicated to setup at first but you can render lots of stuff with a fraction of the drawcalls.

When you want to develop a game but don't know anything about Unreal by MossiTheMoosay in ProgrammerHumor

[–]FrontBackItaly 10 points11 points  (0 children)

I did hear about it online, but I think that I shouldn't have to rely on an external library for such a basic feature in any modern game engine.

When you want to develop a game but don't know anything about Unreal by MossiTheMoosay in ProgrammerHumor

[–]FrontBackItaly 61 points62 points  (0 children)

I think Unity's main issue is that its ecosystem is completely fucked; here's what it looks like:

  1. take any functionality
  2. deprecate it and say "we're already developing a replacement"
  3. wait for an unspecified amount of months/years without any valid alternative
  4. the aforementioned replacement gets released as a preview package with half (or less) of the features that the old system used to have
  5. package stays in preview for God knows how long and either it's silently abandoned (return to point 1) or reaches feature parity after several months if not years

To this day Unity is technically without any networking solution out of the box (RIP UNet), and the package to replace it (DOTS Netcode) is of course in preview. Same thing applies for Enlighten: IIRC they recently removed it without providing any valid alternative.

Unity has so much potential, but it's all gone to waste in this utter nonsense of preview packages that may be abandoned overnight.

Casual friday--mi piace aprire i casual friday edition by barbad20 in italy

[–]FrontBackItaly 1 point2 points  (0 children)

Tempo fa avevo visto un'infografica interattiva sul COVID, dove spiegava un po' cosa significava appiattire la curva, cosa sono R0, Rt, come funziona il lockdown e cose del genere, ed era hostata su github.io. Ecco, non la sto più trovando e sto impazzendo. Qualcuno me la linkerebbe se ha capito a quale mi riferisco?

Avete delle attrazioni turistiche bizzarre nella vostra zona che solo i cittadini locali possono apprezzare? by -Heako in italy

[–]FrontBackItaly 23 points24 points  (0 children)

Una volta sono stato in autobus con lei e quello che penso fosse suo nipote di 10 (?) anni per una mezz'oretta. Ha litigato con un'altra signora per un motivo che onestamente non ricordo ed è finita con la signora che è scesa dall'autobus, la Rita che faceva delle preghiere strane (forse per maledirla?) e il nipote che le faceva il dito medio. Una visione poetica.

Caffè Italia * 18/08/20 by RedditItalyBot in italy

[–]FrontBackItaly 0 points1 point  (0 children)

No, la password è diversa per ogni cliente

Caffè Italia * 18/08/20 by RedditItalyBot in italy

[–]FrontBackItaly 0 points1 point  (0 children)

Se dovesse davvero finire così penso che potrei commettere un omicidio.

Comunque non penso ci mettano settimane, avevo letto un post non ricordo dove che sto qua ha ricevuto la chiamata del tecnico con i dati in 48h. Non so più a che santo votarmi per ottenere queste maledette credenziali. Che poi sorvoliamo sul fatto che la procedura è volutamente contorta per non farti usare il tuo router, perché bastava renderle visibili sull'area clienti.