dzheng2333
I am a geologist who are currently working on the interdiscipline of geoscience & machine learning
CDUTChengdu, China
Pinned Repositories
basalt_geochemistry
Bayesian-Modelling-in-Python
A python tutorial on bayesian modeling techniques (PyMC3)
COPSE
Carbon-Oxygen-Phosphorus-Sulfur-Evolution long-term box model
datasets
A collection of datasets of ML problem solving
DeepLabV3Plus-Pytorch
DeepLabv3, DeepLabv3+ and pretrained weights on VOC & Cityscapes
dongyu_zheng.github.io
SciencePlots
Matplotlib styles for scientific plotting
SCION
Spatial Continuous Integration - Earth Evolution Model
SedNet_explainable-deep-learning-network
Trans-SedNet-a-ViT-model-for-grain-segmentation
dzheng2333's Repositories
dzheng2333/SedNet_explainable-deep-learning-network
dzheng2333/Trans-SedNet-a-ViT-model-for-grain-segmentation
dzheng2333/basalt_geochemistry
dzheng2333/SciencePlots
Matplotlib styles for scientific plotting
dzheng2333/Bayesian-Modelling-in-Python
A python tutorial on bayesian modeling techniques (PyMC3)
dzheng2333/COPSE
Carbon-Oxygen-Phosphorus-Sulfur-Evolution long-term box model
dzheng2333/datasets
A collection of datasets of ML problem solving
dzheng2333/DeepLabV3Plus-Pytorch
DeepLabv3, DeepLabv3+ and pretrained weights on VOC & Cityscapes
dzheng2333/dongyu_zheng.github.io
dzheng2333/Explainable-Deep-Learning-for-Automatic-Rock-Classification
Here is the code and dataset used for manuscript "Explainable Deep Learning for Automatic Rock Classification: High Accuracy Does Not Mean Great Model Performance".
dzheng2333/SCION
Spatial Continuous Integration - Earth Evolution Model
dzheng2333/ModSimPy
Text and supporting code for Modeling and Simulation in Python
dzheng2333/PythonNumericalDemos
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
dzheng2333/TabTransformer
TabTransformer deep learning model predicting whether a customer will default on their telco payments.