ksopyla
Ph.D., NLP researcher, data scientist, and entrepreneur. Polish ML Community discord https://discord.gg/a96XHkUHm5
@PromptSail @Polish-ML-Community Olsztyn, Poland
Pinned Repositories
awesome-nlp-polish
A curated list of resources dedicated to Natural Language Processing (NLP) in polish. Models, tools, datasets.
decaptcha
Decoding capcha with convolution neural netowrk
KMLib
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.
pytorch_fundamentals
Set of simple Pytorch scripts for better understanding pytorch fundamentals as tensors, loss functins, modules etc.
pytorch_neural_networks
🔥 Pytorch neural network tutorial. Build: feedforward, convolutional, recurrent/LSTM neural network.
scikit-learn-tutorial
Scikit-learn tutorial for beginniers. How to perform classification, regression. How to measure machine learning model performacne acuuracy, presiccion, recall, ROC.
svm_mnist_digit_classification
MNIST digit classification with scikit-learn and Support Vector Machine (SVM) algorithm.
tensorflow-mnist-convnets
Neural nets for MNIST classification, simple single layer NN, 5 layer FC NN and convolutional neural networks with different architectures
ksopyla's Repositories
ksopyla/CudaDotProd
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 another sparse matrix. It contains several cuda kernel for sparse matrix dense vector product and sparse matrix sparse matrix product.
ksopyla/blipface
WPF interface for polish twitter clone http://blip.pl , more on http://blipface.pl
ksopyla/HbaseStargate.net
.net client library for stargate (rest) interface to hbase
ksopyla/MorfeuszNet
.net wrapper for polish morfological analyzer from http://nlp.ipipan.waw.pl/~wolinski/morfeusz/
ksopyla/winmole
Windows app launcher
ksopyla/PicRank
Picture Ranking system