marekb-sci's repositories
kaggle_cassava
notebooks for Cassava Leaf Disease Classification https://www.kaggle.com/c/cassava-leaf-disease-classification
mmdetection
OpenMMLab Detection Toolbox and Benchmark
PyPOTS
A Python toolbox/library for machine learning on partially-observed time series with PyTorch, including SOTA models supporting tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with missing values. https://arxiv.org/abs/2305.18811
pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Examples for classification, object detection, segmentation, embedding networks and more. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
twitter_sentiment_classification
classification of tweets sentiment
Workshops
Materials for workshops organised by the Center4ML at the University of Warsaw