How-To Geek on MSN

How to run R-style linear regressions in Python the easy way

If you have experience with R or want a quick way to generate a regression with statsmodels using a pandas DataFrame, you can ...
Harvard Business Review

You Need an Innovation Strategy

It’s the only way to make sound trade-off decisions and choose the right practices. by Gary P. Pisano Despite massive investments of management time and money, innovation remains a frustrating pursuit ...
IEEE

A Fault-Aware Architecture for Reliable Sparse Matrix Multiplication

Abstract: With the advancement of Artificial Intelligence (AI), the reliability of AI accelerators has become increasingly critical. Moreover, sparse matrix multiplication has become a fundamental ...
IEEE

Sequences of Distributed Matrix-Vector Product for Very Large and Very Sparse Irregular Matrices

Abstract: We study the performance behavior of the sparse matrix-vector product operation in distributed computing environments, in the case of very large non-diagonal matrices where the nonzero ...
GitHub

[Tests] Some tests are failed in 04_DPLJ\09_DeePKS\16_SDFT_GPU

[WARNING ] deepks_odelta cal=0.00851612 ref=0.00009932 deviation=-0.00841680 [WARNING ] deepks_odelta cal=0.00243580 ref=0.00146468 deviation=-0.00097112 Matrix Dimension of H(R): 23 Matrix number of ...
GitHub

Numerical Solution of Partial Differential Equations

Currently includes a lightweight C language library for sparse matrix computation based on the Compressed Sparse Row (CSR) format. The library supports basic sparse operations, iterative solvers ...