Kostas Perifanos's repositories
pydata2018
PyDataLDN 2018 Slides
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
ml_lectures
machine learning lectures
100-days-of-code
Fork this template for the 100 days journal - to keep yourself accountable (multiple languages available)
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
DeepDreamVideo
implementing deep dream on video
ekloges2015
stats & charts and maybe predictions, just for fun
Fear-and-Loathing-experiment
unprocessed and processed frames of Fear and Loathing in Las Vegas #deepdream experiment
flink-training
Flink training material
greek-character-recognition
Ancient Greek character recognition with 212 classes of characters using Deep Neural Networks, SVM and KNN
Kaggle-Ensemble-Guide
Code for the Kaggle Ensembling Guide Article on MLWave
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
kperi.github.io
Build a Jekyll blog in minutes, without touching the command line.
neuraltalk
NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
RgeoProfile
An R package for performing geographic profiling using a Dirichlet process mixture modelling framework.
safari
Convolutions for Sequence Modeling
theano-nets
neural networks in python using theano