Krzysztof Sopyła

A curated list of resources dedicated to Natural Language Processing (NLP) in polish. Models, tools, datasets.

ksopyla

MNIST digit classification with scikit-learn and Support Vector Machine (SVM) algorithm.

ksopyla

Different implementation of sparse matrix multiplication. All matrices are in CSR format. The code contains different CUDA kernels for multiply sparse matrix vs dense vector and sparse matrix vs anoth...

ksopyla

Kernel Machine Library - fast GPU SVM in.net. Implemented kernels on CPU and GPU (Linear,RBF,Chi-Square,Exp Chi-Square). Library includes GPU SVM solvers for sparse problems.

ksopyla

Neural nets for MNIST classification, simple single layer NN, 5 layer FC NN and convolutional neural networks with different architectures

ksopyla

Decoding capcha with convolution neural netowrk

ksopyla