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Object detection and instance segmentation on MaskRCNN with torchvision, albumentations, tensorboard and cocoapi. Supports custom coco datasets with positive/negative samples.
OpenLoss: This repository discloses cost functions designed for open-set classification tasks, namely, Entropic Open-set, ObjectoSphere and Maximal-Entropy Loss.
CS224n : Natural Language Processing with Deep Learning Assignments, Winter 2017, Stanford University.
I have shared some files that I worked on in my undergraduate year that may help you structure your logic for a sentiment analysis project. Data files are available upon request.