Andreas Giannoutsos's starred repositories
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Applied-Deep-Learning
Applied Deep Learning Course
wide-resnet.pytorch
Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch
Disentangled-Variational-Autoencoder
PyTorch Implementations of a VAE and a beta-VAE.
ninjastorms
RealTime Operating System(ish) environment for Mindstorms EV3
ML-Image-Pre-Processing-Classification-and-Regularized-Non-negative-Matrix-Factorization
ML project based on image pre-processing, dimension reduction with PCA algorithm and classification with KNN, SVM algorithms and on creating and implementing an algorithm for Regularized non-Negative Matrix Factorization
QA-with-SBERT-for-CORD19
⚕️🦠 Developed a document retrieval system to return titles of scientific papers containing the answer to a given user question based on the first version of the COVID-19 Open Research Dataset (CORD-19) ☣️🧬
Car-Racing-v0-GymAI
Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.