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Yichen Tang's Projects

bihdm_pytorch icon bihdm_pytorch

An unofficial pytorch implementation of the BiHDM model proposed by Yang et al. for decoding emotion from multi-channel EEG recordings, with scikit-learn compatibility.

biosemi_eeg_electrode_clips icon biosemi_eeg_electrode_clips

Running a 30-mins EEG experiment but setting up took a hour? An 3-D printed add-on for BioSemi EEG hats for speeding up setup time

dbn_autoencoder_classifier icon dbn_autoencoder_classifier

An pytorch implementation of Deep Belief Network with sklearn compatibility for classification. The training process consists the pretraining of DBN, fine-tuning as an unrolled autoencoder-decoder, and supervised fine-tuning as a classifier.

deep-belief-networks-in-pytorch icon deep-belief-networks-in-pytorch

The aim of this repository is to create RBMs, EBMs and DBNs in generalized manner, so as to allow modification and variation in model types.

gelm icon gelm

An unofficial python implementation of the discriminative graph regularized Extreme Learning Machine (GELM) proposed by Yong Peng et al., with sklearn compatibility

lantiseaa icon lantiseaa

Language Time Series Enriched Authorship Attribution

rpa icon rpa

Python code for the Riemannian Procrustes Analysis (RPA) method

vue_sam_app icon vue_sam_app

Vue3-based Self-Assessment Manikin (SAM) web app for emotional vocalisations, hosted on firebase

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