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Name: Dimitris Papatheodorou
Type: User
Bio: From Greece to Finland, from CS to ML, from souvlaki to literally wood (and sushi).
Location: Espoo, Finland
Name: Dimitris Papatheodorou
Type: User
Bio: From Greece to Finland, from CS to ML, from souvlaki to literally wood (and sushi).
Location: Espoo, Finland
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
A simple Python implementation of the Interior Point algorithm with logarithmic barriers and Newton method with backtracking. It contains an example.
Introduction to Statistical Modeling with Python (PyCon 2017)
Jupyter for Reproducible Research
A collection of Kaggle solutions. Not very polished.
Kernel for the Kaggle course of Aalto University about Porto Seguro's Safe Driver competition
Advice for writing LaTeX documents
Learn how to responsibly develop, deploy and maintain production machine learning applications.
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
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.
Non-stationary spectral mixture kernels implemented in GPflow
Graph Convolutional Networks in PyTorch
A miniProlog interpreter that possibly may support DCG implemented in Python
The "Python Machine Learning (2nd edition)" book code repository and info resource
A compiler for the language "Mini Python", created using sablecc.
Pytorch implementation of Hinton's Dynamic Routing Between Capsules
Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)
PyTorch for Numpy users.
RL stuff yeah
A voice command assistant, created for the Human-Computer Interaction course of the CS department @ Athens University of Economics and Business
Implementations of various VAE-based semi-supervised and generative models in PyTorch
Spatio-Temporal Graph Convolutional Networks
Forked version of Sylvester flows that works with Python 3.7 and PyTorch 1.1
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.
TensorFlow Tutorial and Examples for beginners
Text transformed to a graph-of-words in order to be classified using graph kernels and a Convolutional Neural Network.
Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
Comparison of Variational Autoencoders with Bayesian Neural Networks. Accuracy, Latent space, Reconstruction and White Noise filtering.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.