Elif Ayvali's starred repositories
openslam_kld-sampling
kld-sampling repos from OpenSLAM.org
ctci-python-solutions
Cracking the Coding Interview in Python 3. The solutions all have detailed explanations with visuals.
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
keras-yolo3
Training and Detecting Objects with YOLO3
Sports-Type-Classifier
Classify the type of sports from images
crop-type-mapping
Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification
K-Nearest-Neighbors-with-Dynamic-Time-Warping
Python implementation of KNN and DTW classification algorithm
UNet-family
Paper and implementation of UNet-related model.
Human-Activity-Recognition-Codes-Datasets
The comparsion methods code
Practical-Deep-Learning-Applied-to-Time-Series
Practical Deep Learning resources for Time series analysis and forecasting
time-series-classification
Short and long time series classification using convolutional neural networks
pytorch-timeseries
PyTorch implementations of neural networks for timeseries classification
pytorch-3dunet
3D U-Net model for volumetric semantic segmentation written in pytorch
rl-baselines-zoo
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
higgsfield
Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers