Przemek's repositories
what-is-for-lunch-today
Python script to automatically fetch your favourite restaurants' lunch menus from Facebook and post them to your Slack channel and/or e-mail them to you and your colleagues.
Titanic-Kaggle
A solution of Kaggle's Titanic competition using a number of classifiers and a stacking approach.
CIFAR-10-transfer-learning
Transfer learning on CIFAR-10 using ResNet50 in Keras.
sklearn_pipelines_talk
Slides from my talk about sklearn pipelines and custom transformers/estimators.
Keras-Capsule-Networks
Keras implementation of 'Dynamic Routing Between Capsules' by Sabour, Frosst and Hinton. (NIPS 2017)
awesome-capsule-networks
A curated list of awesome resources related to capsule networks
CapsNet-talk-DSS-2018
Slides from a talk on Capsule Networks I gave at Data Science Summit 2018 in Warsaw.
gear_prediction
Unsupervised gear prediction based on engine RPM and speed. Data curtesy of MyWheels.
Neural-Style-Transfer
Neural style transfer in Tensorflow using a pretrained VGG-19.
optimizers-comparison-talk
Slides and code from a talk I gave at Kolo Uczenia Maszynowego MIM UW on 22.11.2017
plml_convai
The repository for the Conversational AI workshop at PLinML'18 in Warsaw
pystoi
Implementation of the Short Term Objective Intelligibility measure
t-SNE-tutorial
A tutorial on the t-SNE learning algorithm
US-Airlines-twitter-sentiment-classifier
Supervised sentiment classification of tweets about US airlines. Custom feature extraction classes, multi stage pipeline and connecting to Twitter via API to classify some recent tweets.