Training materials
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slides, video
Accelerated array computing & AD with JAX
• beginnerAI deep learning JAX Python automatic differentiation GPU TPU accelerator -
course
Arrays on GPUs with CuPy
•• intermediatePython GPU CuPy -
course
DataFrames on GPUs with Polars and RAPIDS cuDF
•• intermediatePython DataFrames GPU RAPIDS cuDF Polars -
course
High-performance array computing and differentiation with JAX
• beginnerJAX Python automatic differentiation GPU TPU accelerator -
exercise, tutorial
GPU computing with Chapel
Chapel GPU CUDA HPC parallel programming
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exercise, tutorial
Numba JIT compilation to CUDA kernels
Python GPU CUDA