How to Optimize GEMM
GEMM stands for general matrix-matrix operation. The first version // create ...
Notes in Matrix Computations
This is just a collections of specific terms in linear algebra and matrix com...
Regression with the L1-Norm
1. The L1-norm Use absolute error: \[\arg\min_{w\in \mathbb{R}^d}\sum_{i=1}{...
FastText Inference
This part of codes is used for those want to apply quantization to Fasttext b...
Training with Unbalanced dataset
Ensemble Methods boosting and bagging Methods Focal loss method Hard Negati...