XIII's Projects
course design
A deep learning code base from KKKSQJ, mainly for paper replication, in the areas of image recognition, object detection, image segmentation, self-supervision, etc. Each project can be run independently, and there are corresponding articles to explain.
Config files for my GitHub profile.
Performance evaluation of Reddit Comments using ML and NLP methods in Sentiment Analysis: we utilize the GoEmotions dataset for our study, evaluating various methods on 58,000 comments. This includes traditional classifiers (Bayes, SVM) and recent models like BERT, RoBERTa and GPT based model.