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Standard optics work between two types A and B. There is a generalisation of optics called polymorphic optics that takes four type parameters, generally called S, T, A, and B. This generalisation let …
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### Summary
Lets the user balance positives and negatives, sampled from IntersectionDataset of RastersDataset and VectorDataset.
### Rationale
May help reduce bias and increase generalisati…
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As the network scales there needs to be a method for communities to collaboratively block other users. Requiring every member of a community (M) to block every bad actor (N) requires M * N blocks, wh…
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I'm a student and I am highly interested in your neural network model.
I'm currently interested in validating the performance of your neural network model. However, training the model from scratch t…
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There are already more than one existing katas that converts a number to a variadic function of specific arity that does certain specific folding:
- [Generalisations](https://www.codewars.com/kata/…
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Hello,
I am going down the rabbit hole of the definition of correlation of decision trees in a random forest.
For those who don't have time to read this wall of text, here's a quick summary.
…
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Our baselines use a PPO algorithm that is adapted from PureJaxRL. But it doesn't appear to stick to all of the relevant implementation details from [Huang et al., 2022](https://iclr-blog-track.github.…
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One of the use cases brought up was this. What if a user wants to get the sequence collection checksum(s) from either the name of the collections (e.g. grch38).
We determined that Sequence collecti…
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Further generalisation attempts.
## Description
In order to reproduce real-life conditions, we wanted to test our models on data that were unseen during training. Thus, we generated a `24 750` `…
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Friends
there is interesting discussion what can be done better
https://github.com/catboost/catboost/issues/392#issuecomment-647048665
@ShaharKatz
and reference to this paper
The Effect of Class…