It looks like the msgpack spec does not differentiate between a raw binary data buffer and text strings. This causes some problems in all high-level language wrappers, because most high-level languages have different data types for text strings and binary buffers. For instance, the objective C ...
developed a machine learning model based on support vector machine to differentiate between high-grade glioma (WHO III and IV) and low-grade gliomas (WHO I and WHO II) using the features extracted from T1 and T2-weighted, diffusion-weighted, diffusion tensor, MR perfusion and MR spectroscopic ...
In addition to expressing pure maps, you can use fast collective communication operations between devices:from functools import partial from jax import lax @partial(pmap, axis_name='i') def normalize(x): return x / lax.psum(x, 'i') print(normalize(jnp.arange(4.))) # prints [0. ...
JAX specializes Python functions by tracing. Tracing a function means monitoring all the basic operations that are applied to its input to produce its output, and recording these operations and the data-flow between them in a directed acyclic graph (DAG). To perform tracing, JAX wraps primitive...
The area under the receiver operating characteristic curve (AUC) of the model was 0.900 (95% CI: 0.864–0.937, p<0.001), and the McFadden's pseudo- R-squared was 0.709. For internal validation, the AUC between probable SSD and unmatched MD was 0.930 (95% CI: 0.910–0.950, p<0.001)....
6078688Method for image segmentation by minimizing the ratio between the exterior boundary cost and the cost of the enclosed region2000-06-20Cox et al.382/173 5982939Enhancing texture edges1999-11-09Van Hook 5951713Method and apparatus for creating color blends of an output image based on selectio...