Weichang Li's repositories
byte-of-python
Beginners book on Python - start here if you don't know programming
CNN-for-ASI
Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation
DEC-keras
Keras implementation for Deep Embedding Clustering (DEC)
deepcluster
Deep Clustering for Unsupervised Learning of Visual Features
DeepLearningZeroToAll
TensorFlow Basic Tutorial Labs
deepo
A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment.
dl-docker
An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)
FaciesClassification-Tensorflow
Machine Learning Algorithm using tensorflow to classify facies from well log data
HS-SOD
HyperSpectral Salient Object Detection Dataset
jupyter-themes
Custom Jupyter Notebook Themes
jupyter_tensorboard
Start Tensorboard in Jupyter Notebook
labelImg
:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images
learned_gradient_tomography
Solving ill-posed inverse problems using iterative deep neural networks
machine_learning_examples
A collection of machine learning examples and tutorials.
neataptic
:rocket: Blazing fast neuro-evolution & backpropagation for the browser and Node.js
NiftyNet
An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
python_reference
Useful functions, tutorials, and other Python-related things
Python_Tutorials
Python tutorials in both Jupyter Notebook and youtube format.
PythonMachineLearning
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
pytorchviz
A small package to create visualizations of PyTorch execution graphs
radio
RadIO is a library for data science research of computed tomography imaging
scikit-hyper
scikit-hyper: hyperspectral data analysis and machine learning
scipy-lecture-notes
Tutorial material on the scientific Python ecosystem
seisflows
full waveform inversion and adjoint tomography workflows
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
tifffile
Read and write image data from and to TIFF files.
tomobank
Tomography data bank for everyone