biubiuer Goto Github PK
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biubiuer's Projects
ais-data-processing-for-statistics-and-maps
AIS data processing for statistics and maps
ais-lstm
LSTM Keras Neural Network to predict ship location using Danish AIS data
ais_cleanup
Code for cleaning dupes from AIS data
ais_decoder
Retrieve data from a decoded ais message, return headings.csv
automaticweightedloss
Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning
cluster-analysis
K-Means++(HCM), Fuzzy C-Means(FCM), Hierarchical Clustering, DBscan
data-analysis
用 jupyter notebook做的一些机器学习项目LSTM
decode-ais-data
This code are able to decode AIS data and auto save in your local file
gat
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
gnn4traffic
This is the repository for the collection of Graph Neural Network for Traffic Forecasting.
libmtl
A PyTorch Library for Multi-Task Learning
ml-for-beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
multiobjectiveoptimization
Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"
pyais
AIS message decoding and encoding in Python (AIVDM/AIVDO)
pytorch-grad-norm
Pytorch implementation of the GradNorm. GradNorm addresses the problem of balancing multiple losses for multi-task learning by learning adjustable weight coefficients.
ship_movement_classification_from_ais
This is an repository for the paper named 'a novel ship movement classification from AIS data based on convolutional neural network'.
some-datasets
Machine learning datasets used in tutorials on MachineLearningMastery.com
stgcn
The PyTorch implementation of STGCN.
t-gcn
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method
tf-gnn-samples
TensorFlow implementations of Graph Neural Networks
vessel-s-anomaly-behaviour-detection
Vessel traffic data, or Automatic Identification System (AIS) data, are collected by the U.S. Coast Guard through an onboard navigation safety device that transmits and monitors the location and characteristics of large vessels in U.S. and international waters in real time. The data can also be used for a variety of coastal planning purposes.
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