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followers: 16.0 following: 14.0 repos: 63.0 gists: 0.0

Name: Dimitris Papatheodorou

Type: User

Bio: From Greece to Finland, from CS to ML, from souvlaki to literally wood (and sushi).

Location: Espoo, Finland

Blog: https://www.linkedin.com/in/dimitrispapatheodorou/

Dimitris Papatheodorou's Projects

hyperbolic-image-embeddings

Supplementary code for the paper "Hyperbolic Image Embeddings".

3-part C++ coded academic project that converts images from/to ppm and cpi format, compresses them to rle format using a run length encoding algorithm applied on blocks - data structures the image is split and also applies multiple filters such as gray, color, median, blur, diff

interiorpointalgorithm

A simple Python implementation of the Interior Point algorithm with logarithmic barriers and Newton method with backtracking. It contains an example.

intro_stat_modeling_2017

Introduction to Statistical Modeling with Python (PyCon 2017)

jupyter_for_reproducible_research

Jupyter for Reproducible Research

kaggle

A collection of Kaggle solutions. Not very polished.

kaggle-course

Kernel for the Kaggle course of Aalto University about Porto Seguro's Safe Driver competition

latex-advice

Advice for writing LaTeX documents

made-with-ml

Learn how to responsibly develop, deploy and maintain production machine learning applications.

metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

nssm-gp

Non-stationary spectral mixture kernels implemented in GPflow

pygcn

Graph Convolutional Networks in PyTorch

pylog

A miniProlog interpreter that possibly may support DCG implemented in Python

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

pythoncompiler

A compiler for the language "Mini Python", created using sablecc.

pytorch-capsule

Pytorch implementation of Hinton's Dynamic Routing Between Capsules

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

pytorch-for-numpy-users

PyTorch for Numpy users.

rl-project

RL stuff yeah

secondeyes

A voice command assistant, created for the Human-Computer Interaction course of the CS department @ Athens University of Economics and Business

semi-supervised-pytorch

Implementations of various VAE-based semi-supervised and generative models in PyTorch

stgcn-ijcai-18

Spatio-Temporal Graph Convolutional Networks

sylvester-flows

Forked version of Sylvester flows that works with Python 3.7 and PyTorch 1.1

tcrgp

TCRGP, a novel Gaussian process method that can predict if TCRs recognize certain epitopes. This method can utilize different CDR sequences from both TCRα and TCRβ chains from single-cell data and learn which CDRs are important in recognizing the different epitopes.

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