Konstantinos Theodorakos's repositories
Ozone-Narx-DNN
Air-quality forecasting in Belgium using Deep Neural Networks, Neuroevolution and distributed Island T​ranspeciation
ardupilot
ArduPlane, ArduCopter, ArduRover, ArduSub source
coinbasepro-python
The unofficial Python client for the Coinbase Pro API
deep-neuroevolution
Deep Neuroevolution
Deep_XF
Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.
ecg_qc
A library to compute ECG signal quality indicators
evals
Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.
full-blockchain-solidity-course-py
Ultimate Solidity, Blockchain, and Smart Contract - Beginner to Expert Full Course | Python Edition
Generative_Deep_Learning_2nd_Edition
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
gt7sp-api
Unofficial documentation and resources for working with the Gran Turismo Sport API.
gym
A toolkit for developing and comparing reinforcement learning algorithms.
HeroQuest
An open source implementation of the well-known board game!
Holo
Fiberpunk Holo from: https://github.com/peng-zhihui/HoloCubic
LDL
Learning Deep Learning
M6-methods
Data, Benchmarks, and methods submitted to the M6 forecasting competition
manim
Animation engine for explanatory math videos
mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC-III database
NAB
The Numenta Anomaly Benchmark
neupy
NeuPy is a Tensorflow based python library for prototyping and building neural networks
retro
Retro Games in Gym
shap
A game theoretic approach to explain the output of any machine learning model.
spade
Smart Python Agent Development Environment
spektral
Graph Neural Networks with Keras and Tensorflow 2.
SPFlow
Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks
Stochastic-Processes
My book: Gentle Introduction to Chaotic Dynamical Systems. Includes stochastic dynamical systems and statistical properties of numeration systems in any dimension.
wfdb-python
Native Python WFDB package