Andac Demir's repositories
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
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
giotto-tda
A high-performance topological machine learning toolbox in Python
Awesome-Learning-with-Label-Noise
A curated list of resources for Learning with Noisy Labels
optuna
A hyperparameter optimization framework
Folder-Structure-Conventions
Folder / directory structure options and naming conventions for software projects
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
HapticsGAN
Feature selection on multivariate time data via GANs
EEGNet_Classifier
Movement invariant texture classification with EEGNet
Multivariate_GMM
Implementation of mixture modeling with multivariate Gaussians
RoboticsPojects
System level robotics design with a focus on sensors, actuators and ROS framework.
FewShotClassification
Few shot learning with bayesian neural networks
Volterra_Series
Design and implementation of order 2 and 3 Volterra series for time series prediction
Data-Science--Cheat-Sheet
Cheat Sheets
RLTrader
A profitable cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym
streetscape.gl
Visualization framework for autonomy and robotics data encoded in XVIZ
Haptix
System Identification for Tactile VR-AR
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
randomCNN-voice-transfer
Audio style transfer with shallow random parameters CNN. Result: https://soundcloud.com/mazzzystar/sets/speech-conversion-sample