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Xuanyuan Su's Projects

ax icon ax

Adaptive Experimentation Platform

dapn icon dapn

A pytorch implementation of "Domain-Adaptive Few-Shot Learning"

filterpy icon filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

fran icon fran

This repo provides source code for cross-domain machine fault diagnosis using an unsupervised domain adaptation approach (Feature Representation Alignment Networks).

lstm_encoder_decoder icon lstm_encoder_decoder

Build a LSTM encoder-decoder using PyTorch to make sequence-to-sequence prediction for time series data

mtan icon mtan

The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].

mtl icon mtl

Unofficial implementation of: Multi-task learning using uncertainty to weigh losses for scene geometry and semantics

multiobjectiveoptimization icon multiobjectiveoptimization

Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"

pgmpy icon pgmpy

Python Library for Inference (Causal and Probabilistic) and learning in Bayesian Networks

phmgnnbenchmark icon phmgnnbenchmark

this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.

pyemd icon pyemd

Python implementation of Empirical Mode Decompoisition (EMD) method

pytorch-meta icon pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

pytorch-pretrained-bert icon pytorch-pretrained-bert

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

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