This translates to a L1(1 - mask) term in the cost function. The mask should be smooth. This translates to a total variation regularization in the cost function. The mask shouldn't over-fit the network. Since the network activations might contain a lot of noise, it can be easy for ...
Longer term I think we should start using pyproject.toml to improve the update of recipes (likely using grayskull + some conservative logic to compare to the previous recipe). In this case grayskull can be adapted to convert oldest-supported-numpy to something suitable for conda-forge. 👍 2 ...
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Both cases, true and quasi anti-repeaters, are manifested in highly anti-correlated seismic waveforms. The literature on such phenomena is still limited. The term ‘anti-repeater’ has been first used, to our knowledge, for describing such observations at the Bucaramanga nest, Colombia23,24, whe...
individuals can afford to lose some of them in the short term149. Therefore, exploration is best defined as a ‘venture behavior’, that is, a preference for a high variance of rewards over short-term gains (as opposed to ‘hazardous behavior’150). Since organisms evolved in changing enviro...
The term at the denominator is used to normalize the result so that the sum of all feature importances is 1. For a random forest, the overall feature importance of any feature is given by the mean feature importance for that feature across all the trees \({\mathcal {T}}\). Once ...
Proposed by Eck (1994), the term "place manager" specifically refers to people who are responsible for overseeing a place or area. According to the place management perspective, it is solely the actions of these individuals that determine how much crime happens in a place. In their official ...
We achieved this by embedding a low-rank term in the synaptic couplings. We modeled population activity in M2 as arising from a recurrent network of rate units governed by the following dynamics:(Equation 1)τu˙i(t)=−ui(t)+∑j=1NJijSφj(uj(t))+ζ(t)∑j=1NJijFφ(uj(t)),...
It would be interesting to determine if long-term training affects a runner’s energy-optimal speed and in turn their free-living speed preference. Self-selected running speeds decreased with age and BMI,16, 17, 18, 19 but further investigation is needed to determine if this is driven by ...
Repeating earthquakes, or repeaters, affecting overlapping rupture patches with a similar focal mechanism, have important implications to track fault slip rates, aseismic deformation, slow earthquakes and earthquake nucleation processes. They are often d