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Zhang Yuwei's Projects

ednn_molecule icon ednn_molecule

This model is buid to use ednn to calculate the total energy of a bunch of molecules

inbedder icon inbedder

Source code for InBedder, an instruction-following text embedder

kuranet icon kuranet

This repository contains the code for training and visualizing the fully-differentiable Kuramoto model, "KuraNet".

miml icon miml

MeteoInfo machine learning toolbox

mtp-clnn icon mtp-clnn

Code for the ACL 2022 (Long paper): "New Intent Discovery with Pre-training and Contrastive Learning".

recurrent-autoencoder icon recurrent-autoencoder

This program is a auto-encoder with RNN. It is a kind of unsupervised learning, what we want is the latent vector produced by the encoder. We can use it to transform a variational length sequence into a fixed length vector. Specifically, we want to do that for SMILES code which is a chemical expression of molecules.

rnn_for_predicting_trajectories icon rnn_for_predicting_trajectories

I use a RNN(specifically a LSTMs) which is used for predicting the next element of a sequence. Here, every time I train the network, I feed into the whole history of my predicting. time I train the network, I

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