Scientific Computation
Scientific Computation
Topics:
numpy
GPU computation (CuPy, torch or tensorflow). Consider that the gpus on Metis are usually free, CUDA based GPU-accelerated computing is worth to metion. The pacakge CuPy is easy to use. (2021-12-07, advice from Tao Jing)
scipy (optimization, differentiation, integration, interpolation, statistics)
pandas
sklearn
deep learning (keras or pytorch)