zhang-yu-wei
PhD student in UCSD. Interested in python coding and machine learning algorithm.
CA, USA
Pinned Repositories
Alphgozero_gomoku
This is an implementation using alphagozero on gomoku game
autoencoder
birds_classification
This is mainly for classifying video frames into classes of actions of the birds.
blogs.github.io
For personal blog
ClusterLLM
LLM guided text clustering
InBedder
Source code for InBedder, an instruction-following text embedder
IntentBert
KuraNet
This repository contains the code for training and visualizing the fully-differentiable Kuramoto model, "KuraNet".
MTP-CLNN
Code for the ACL 2022 (Long paper): "New Intent Discovery with Pre-training and Contrastive Learning".
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.
zhang-yu-wei's Repositories
zhang-yu-wei/ClusterLLM
LLM guided text clustering
zhang-yu-wei/InBedder
Source code for InBedder, an instruction-following text embedder
zhang-yu-wei/MTP-CLNN
Code for the ACL 2022 (Long paper): "New Intent Discovery with Pre-training and Contrastive Learning".
zhang-yu-wei/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.
zhang-yu-wei/Alphgozero_gomoku
This is an implementation using alphagozero on gomoku game
zhang-yu-wei/autoencoder
zhang-yu-wei/birds_classification
This is mainly for classifying video frames into classes of actions of the birds.
zhang-yu-wei/blogs.github.io
For personal blog
zhang-yu-wei/ednn_molecule
This model is buid to use ednn to calculate the total energy of a bunch of molecules
zhang-yu-wei/IntentBert
zhang-yu-wei/KuraNet
This repository contains the code for training and visualizing the fully-differentiable Kuramoto model, "KuraNet".
zhang-yu-wei/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
zhang-yu-wei/itamblyn.github.io
zhang-yu-wei/MIML
MeteoInfo machine learning toolbox
zhang-yu-wei/NKU_Bachelor_Thesis_Template
南开大学本科生毕业论文模板 LaTeX template for bachelor thesis in Nankai University (NKU)
zhang-yu-wei/zhang-yu-wei.github.io
Github Pages, forked from mmistakes/minimal-mistakes