ksopyla

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/awesome-nlp-polish

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

ksopyla/svm_mnist_digit_classification

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

ksopyla/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.

ksopyla/tensorflow-mnist-convnets

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

ksopyla/decaptcha

Decoding capcha with convolution neural netowrk

ksopyla/pytorch_neural_networks

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

ksopyla/primal_svm

Python implementation of fast linear SVM

ksopyla/seq2seq-attention-pytorch-lightning

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

ksopyla/pyKMLib

Python SVM with CUDA support.

ksopyla/numbers_recognition

Convolutional network for number recognition

ksopyla/Pandas_Worldbank_GDP

World Bank GDP analysis of 10 European country with some plots

ksopyla/scikit-learn-tutorial

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

ksopyla/numpy-pandas-tutorial

Introduction to numpy and pandas for data visualization in python.

ksopyla/numpy-tutorial

Python numpy tutorial based on stanford cs231

ksopyla/pytorch_fundamentals

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

ksopyla/image_convolution_example

ksopyla/char_rnn_for_learning

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

ksopyla/hdf5_python_playground

HDF5 and h5py basic tutorial

ksopyla/Matplotlib_examples

Introduction to matplotlib with examples

ksopyla/pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

ksopyla/bokeh_introduction

Introduction to Python Bokeh visualization library

ksopyla/cifar10keras

CIFAR-10 IMAGE CLASSIFICATION WITH KERAS CONVOLUTIONAL NEURAL NETWORK TUTORIAL

ksopyla/cs_console

The console ui used in Code School courses

ksopyla/instruction-datasets

All available datasets for Instruction Tuning of Large Language Models

ksopyla/MrCogito

ksopyla/nlp_topic_modeling

ksopyla/shields

Concise, consistent, and legible badges in SVG and raster format

ksopyla/SMDV

Sparse Matrix dense vector python cuda implementations

ksopyla/tensorflow-mnist-tutorial

Sample code for "Tensorflow and deep learning, without a PhD" presentation and code lab.

ksopyla/test-docs