Using jit puts constraints on the kind of Python control flow the function can use; see the tutorial on Control Flow and Logical Operators with JIT for more. Auto-vectorization with vmap vmap is the vectorizing map. It has the familiar semantics of mapping a function along array axes, but ...
To assess the quality of data generated from the CG platform, genotype calls between 25 and 35 Mb from the Illumina Human 1 M-Duo BeadChip SNP array were compared with the CG sequencing data. The results showed a high concordance rate (99.5% for A33-B58-DR3 and 99.6% for A2-B46...
vmap is the vectorizing map. It has the familiar semantics of mapping a function along array axes, but instead of keeping the loop on the outside, it pushes the loop down into a function’s primitive operations for better performance. Using vmap can save you from having to carry around ba...
To assess the quality of data generated from the CG platform, genotype calls between 25 and 35 Mb from the Illumina Human 1 M-Duo BeadChip SNP array were compared with the CG sequencing data. The results showed a high concordance rate (99.5% for A33-B58-DR3 and 99.6% for A2-B46...
(https://scikit-learn.org/), including the support vector machine (SVM), linear discriminant analysis (LDA), auto-encoder (AE), random forests (RF), logistic regression (LR), logistic regression via Lasso (LRLasso), ada-boost (AB), decision tree (DT), Gaussian process (GP), and naive...
You can mix jit and grad and any other JAX transformation however you like. Auto-vectorization with vmap vmap is the vectorizing map. It has the familiar semantics of mapping a function along array axes, but instead of keeping the loop on the outside, it pushes the loop down into a func...
You can mix jit and grad and any other JAX transformation however you like. Auto-vectorization with vmap vmap is the vectorizing map. It has the familiar semantics of mapping a function along array axes, but instead of keeping the loop on the outside, it pushes the loop down into a func...
You can mix jit and grad and any other JAX transformation however you like. Auto-vectorization with vmap vmap is the vectorizing map. It has the familiar semantics of mapping a function along array axes, but instead of keeping the loop on the outside, it pushes the loop down into a func...
You can mixjitandgradand any other JAX transformation however you like. Auto-vectorization with vmap vmapis the vectorizing map. It has the familiar semantics of mapping a function along array axes, but instead of keeping the loop on the outside, it pushes the loop down into a function’s...
vmap is the vectorizing map. It has the familiar semantics of mapping a function along array axes, but instead of keeping the loop on the outside, it pushes the loop down into a function’s primitive operations for better performance. Using vmap can save you from having to carry around ba...