Yichen Tang's repositories
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.
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.
AssignmentTempRepo
254Assignment4
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
Deep-Belief-Network-pytorch
This repository has implementation and tutorial for Deep Belief Network
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.
DefinitelyAProject
a maori pronounciation tool
Learning_Machine_Learning_HousePricePredict
Self-learning Machine Learning Following the instructions on "Hands-On Machine Learning with Scikit-Learn and TensorFlow" chapter 2
Maths_Aid_v3
206 Assignment 3 Group 6
vue_sam_app
Vue3-based Self-Assessment Manikin (SAM) web app for emotional vocalisations, hosted on firebase
keras_extensions
A collection of small extensions to Keras (RBM, momentum schedule, ..)
RPA
Python code for the Riemannian Procrustes Analysis (RPA) method
speech-decoding
Reimplementation of speech decoding 2022 paper by MetaAI