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cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

deep-learning-coursera

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

ee538

ee541-final-project

eeg-transformer

i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.

meanteacher-deepmedic

Implementation of the Mean Teacher method for brain lesion segmentation based on DeepMedic, from paper published in IPMI 2019

robust-transbts

Performing semi-supervised learning for brain lesion segmentation by introducing a robust loss

stuctseg-challenge-2019

word2vec

对 ansj 编写的 Word2VEC_java 的进一步包装，同时实现了常用的词语相似度和句子相似度计算。