Krzysztof Sopyła

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

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

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.

tensorflow-mnist-convnets. Neural nets for MNIST classification, simple single layer NN, 5 layer FC NN and convolutional neural networks with different architectures

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.

decaptcha. Decoding capcha with convolution neural netowrk

pytorch_neural_networks. 🔥 Pytorch neural network tutorial. Build: feedforward, convolutional, recurrent/LSTM neural network.

primal_svm. Python implementation of fast linear SVM

seq2seq-attention-pytorch-lightning. Pytorch-Lightning Seq2seq model with the use of recurrent neural network

pytorch-course. Join Professor Torchenstein on an electrifying quest to bend PyTorch to your will. Mwahahaha

pyKMLib. Python SVM with CUDA support.

numbers_recognition. Convolutional network for number recognition

scikit-learn-tutorial. Scikit-learn tutorial for beginniers. How to perform classification, regression. How to measure machine learning model performacne acuuracy, presiccion, recall, ROC.

Pandas_Worldbank_GDP. World Bank GDP analysis of 10 European country with some plots

HbaseStargate.net. .net client library for stargate (rest) interface to hbase

blipface. WPF interface for polish twitter clone http://blip.pl , more on http://blipface.pl

numpy-pandas-tutorial. Introduction to numpy and pandas for data visualization in python.

MorfeuszNet. .net wrapper for polish morfological analyzer from http://nlp.ipipan.waw.pl/~wolinski/morfeusz/

pytorch_fundamentals. Set of simple Pytorch scripts for better understanding pytorch fundamentals as tensors, loss functins, modules etc.

numpy-tutorial. Python numpy tutorial based on stanford cs231

image_convolution_example. Python

ksopyla-ai-blog. My research blog

hdf5_python_playground. HDF5 and h5py basic tutorial

char_rnn_for_learning. This is a repo which contains working scritpts with char rnn implementaions.

winmole. Windows app launcher

Matplotlib_examples. Introduction to matplotlib with examples