Andac Demir's repositories
Volterra_Series
Design and implementation of order 2 and 3 Volterra series for time series prediction
FewShotClassification
Few shot learning with bayesian neural networks
Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
Awesome-Learning-with-Label-Noise
A curated list of resources for Learning with Noisy Labels
EEGNet_Classifier
Movement invariant texture classification with EEGNet
Multivariate_GMM
Implementation of mixture modeling with multivariate Gaussians
causality-lab
Causal discovery algorithms and tools for implementing new ones
dagma
DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization
DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
Data-Science--Cheat-Sheet
Cheat Sheets
Folder-Structure-Conventions
Folder / directory structure options and naming conventions for software projects
giotto-tda
A high-performance topological machine learning toolbox in Python
HapticsGAN
Feature selection on multivariate time data via GANs
Haptix
System Identification for Tactile VR-AR
optuna
A hyperparameter optimization framework
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
randomCNN-voice-transfer
Audio style transfer with shallow random parameters CNN. Result: https://soundcloud.com/mazzzystar/sets/speech-conversion-sample
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
RLTrader
A profitable cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym
RoboticsPojects
System level robotics design with a focus on sensors, actuators and ROS framework.
streetscape.gl
Visualization framework for autonomy and robotics data encoded in XVIZ
TMSEEG
Removing the large TMS artifacts that cover on the EEG signals.
Twitter_Sentiment140_BigData_ParallelProcessing
Opinion Mining and Sentiment Analysis Classification using Twitter Sentiment140 Dataset and PySpark MLlib