stathius
PhD student working on the intersection of Machine Learning and Physics.
@ImperialCollegeLondonLondon
Pinned Repositories
blog
cs231n
Assignments for Stanford's cs231n course on deep learning for computer vision
hdetect
A human detection and tracking package for ROS written in C++
learning_from_data
Exercise for the book/course Learning from Data
pytorch-ts
PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend
sd-vae
Code for the paper "Disentangled Generative Models for Robust Prediction of System Dynamics"
Summaries-of-Papers
wave_propagation
Predicting wave propagation on shallow water with deep neural networks
yenlp
NLP on Yelp's DataSet Challenge
stathius's Repositories
stathius/yenlp
NLP on Yelp's DataSet Challenge
stathius/hdetect
A human detection and tracking package for ROS written in C++
stathius/wave_propagation
Predicting wave propagation on shallow water with deep neural networks
stathius/sd-vae
Code for the paper "Disentangled Generative Models for Robust Prediction of System Dynamics"
stathius/learning_from_data
Exercise for the book/course Learning from Data
stathius/pytorch-ts
PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend
stathius/Summaries-of-Papers
stathius/blog
stathius/cs231n
Assignments for Stanford's cs231n course on deep learning for computer vision
stathius/cycada_release
Code to accompany ICML 2018 paper
stathius/DME
Data Mining and Exploration
stathius/flow
Implementation of our ICLR paper: https://openreview.net/pdf?id=By4HsfWAZ
stathius/github-stats
stathius/IPP-Template
Template for the Informatics Project Proposal course
stathius/IRR-Template
Template for the Informatics Research Review
stathius/kandykrash
Candy Crush clone - OpelGL Assignment
stathius/mlpr-stuff
stathius/neural_networks
Mini project to understand back propagation and NN training
stathius/papers
Summaries of machine learning papers
stathius/plotly.py
An interactive, browser-based graphing library for Python :sparkles:
stathius/pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)
stathius/SEMonitor
Software Evolution Monitor Tool
stathius/sfotiadis.github.io
My personal website repo - fotiad.is
stathius/stathius
README
stathius/stathius.github.io
stathius/statistical_inference
Final project for the Statistical Inference Coursera course
stathius/stemgen-mp3
🎛 Stemgen is a Stem file generator for Traktor. This fork adds mp3 input support.
stathius/tensorflow
An Open Source Machine Learning Framework for Everyone
stathius/thesis_template
PhD Thesis Template with Roboto Font and Color Sections
stathius/traktor-nml-utils
Utilities to parse and modify Traktor NML files