Krzysztof Sopyła (@ksopyla)
github

ksopyla

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  • Stars
    star
    664
  • Global Rank 44,975 (Top 2 %)
  • Followers 144
  • Following 41
  • Registered over 15 years ago
  • Most used languages
    Python
         73.9 %
    C#
         21.7 %
    Perl
         4.3 %
  • Location 🇵🇱 Poland
  • Country Total Rank 460
  • Country Ranking
    Perl
         14
    Python
         76
    C#
         253

Top repositories

1

svm_mnist_digit_classification

MNIST digit classification with scikit-learn and Support Vector Machine (SVM) algorithm.
Python
257
star
2

awesome-nlp-polish

A curated list of resources dedicated to Natural Language Processing (NLP) in polish. Models, tools, datasets.
250
star
3

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.
Perl
27
star
4

tensorflow-mnist-convnets

Neural nets for MNIST classification, simple single layer NN, 5 layer FC NN and convolutional neural networks with different architectures
Python
22
star
5

decaptcha

Decoding capcha with convolution neural netowrk
Python
16
star
6

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.
C#
16
star
7

primal_svm

Python implementation of fast linear SVM
Python
13
star
8

pytorch_neural_networks

🔥 Pytorch neural network tutorial. Build: feedforward, convolutional, recurrent/LSTM neural network.
Python
13
star
9

seq2seq-attention-pytorch-lightning

Pytorch-Lightning Seq2seq model with the use of recurrent neural network
Python
10
star
10

pyKMLib

Python SVM with CUDA support.
Python
7
star
11

numbers_recognition

Convolutional network for number recognition
Python
5
star
12

HbaseStargate.net

.net client library for stargate (rest) interface to hbase
C#
5
star
13

blipface

WPF interface for polish twitter clone http://blip.pl , more on http://blipface.pl
C#
5
star
14

Pandas_Worldbank_GDP

World Bank GDP analysis of 10 European country with some plots
Python
5
star
15

scikit-learn-tutorial

Scikit-learn tutorial for beginniers. How to perform classification, regression. How to measure machine learning model performacne acuuracy, presiccion, recall, ROC.
Python
5
star
16

MorfeuszNet

.net wrapper for polish morfological analyzer from http://nlp.ipipan.waw.pl/~wolinski/morfeusz/
C#
4
star
17

numpy-tutorial

Python numpy tutorial based on stanford cs231
Python
3
star
18

numpy-pandas-tutorial

Introduction to numpy and pandas for data visualization in python.
Python
3
star
19

pytorch_fundamentals

Set of simple Pytorch scripts for better understanding pytorch fundamentals as tensors, loss functins, modules etc.
Python
3
star
20

image_convolution_example

Python
2
star
21

winmole

Windows app launcher
C#
1
star
22

hdf5_python_playground

HDF5 and h5py basic tutorial
Python
1
star
23

Matplotlib_examples

Introduction to matplotlib with examples
Python
1
star
24

char_rnn_for_learning

This is a repo which contains working scritpts with char rnn implementaions.
Python
1
star