Dan Kondratyuk

one-pixel-attack-keras. Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

nodulus. Puzzle game with clever twists (Unity3d)

udify. A single model that parses Universal Dependencies across 75 languages. Given a sentence, jointly predicts part-of-speech tags, morphology tags, lemmas, and dependency trees.

draw-shapes-unity. A Unity3D tutorial project for drawing 2D physics shapes with the cursor

graph-nlu. Graph NLU is a natural language understanding tool that leverages the power of graph databases

LemmaTag. A neural network that jointly part-of-speech tags and lemmatizes sentences, boosting accuracy for morphologically-rich languages (Czech, Arabic, etc.)

TouchKit. Gestures and input handling made sane for Unity

deep-learning-nanodegree. Personal implementation of projects in the Udacity Deep Learning Nanodegree Foundation course (August 2017)

neural-lemmatizer-allennlp. A simple NN model capable of training on and predicting lemmas for each word in a sentence, based on PyTorch and AllenNLP

freeze-tag. A simple yet intuitive tag-based query language

allennlp. An open-source NLP research library, built on PyTorch.

lct-master. Personal code written for the Language Communication Technologies Erasmus Mundus program (Charles University, Saarland University)

calculime. Universal Calculator Utility for .NET

integrity-coded-database. Demonstrates and evaluates an Integrity Coded Database (ICDB) implementation