Scientists who study biodiversity are in the rapid adoption phase of AI. They are finding that what AI can — and can’t — do is shifting rapidly. Virginia Gewin Correspondence|29 April 2025 BiaPy: accessible deep learning on bioimages ...
The conventional approach of finding neighbors using BallTree or KDTree in sklearn proves to be quite slow for large datasets in the case of CyTOF. To realistically benchmark numerous methods on a large number of samples while also offering a quick interface for end users, we chose an ...
Finally, we note that individual methods have their own inductive biases and, thus, may perform better under different detection criteria - one method may find more ground-truth SNPs, while another may be more successful at finding whole interactions. Use of multiple power definitions can reveal ...
On Complexity of Finding Stationary Points of Nonsmooth Nonconvex Functions (2020) SPAN: A Stochastic Projected Approximate Newton Method (2020) Better Theory for SGD in the Nonconvex World (2020) Greedy Quasi-Newton Methods with Explicit Superlinear Convergence (2020) Hybrid Riemannian Conjugate Gradie...
Finding the best sample size for your target population is something you’ll need to do again and again, as it’s different for every study. To make life easier, we’ve provided a sample size calculator. To use it, you need to know your: Population size Confidence level Margin of error...
L. 1968. A general nonmetric technique for finding the smallest coordinate space for a configuration of points. Psychometrika 33: 469–506. Article Google Scholar Harman, H. H. 1967. Modern Factor Analysis. Chicago University Press. 474 pp. Harman, H. H. & W. H. Jones. 1966. Factor ...
Finally, we note that individual methods have their own inductive biases and, thus, may perform better under different detection criteria - one method may find more ground-truth SNPs, while another may be more successful at finding whole interactions. Use of multiple power definitions can reveal ...
One participant wrote about how the difficulty finding appropriate pills made her feeling inadequate. Another described how the physical and emotional effects of pill dysphagia caused her to avoid certain activities, “The feeling of chest discomfort [from swallowing pills] also makes me a bit ...
The probability that a random square of size w contains no points is equal to exp(−ƛw2). A basic property of HPP processes is that the probability of finding no points in r independent (that is, non-overlapping) squares is exp(−ƛrw2), and therefore the probability of finding ...
Developers can also use the low-level Cython interfaces without linking against the wrapped libraries77. This lets other extensions avoid the complexity of finding and using the correct libraries. Avoiding this complexity is especially important when wrapping libraries written in Fortran. Not only can ...