cj401's repositories
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
qupath
QuPath - Open Source Digital Pathology
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Stheno.jl
Probabilistic Programming with Gaussian processes in Julia
nelder-mead
Pure Python/Numpy implementation of the Nelder-Mead algorithm.
notes-1
Course notes
itkwidgets
Interactive Jupyter widgets to visualize images, point sets, and meshes in 2D and 3D
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
Tools to Design or Visualize Architecture of Neural Network
vtkplotter
A python class for scientific visualization of 3D objects with VTK
ipyvolume
3d plotting for Python in the Jupyter notebook based on IPython widgets using WebGL
stheno
Gaussian process modelling in Python
meshio
input/output for many mesh formats
mayavi
3D visualization of scientific data in Python
materials
Bonus materials, exercises, and example projects for our Python tutorials
iso2mesh
Iso2Mesh - a 3D surface and volumetric mesh generator for MATLAB/Octave
manim
Animation engine for explanatory math videos
Augmentor
Image augmentation library in Python for machine learning.
awesome-computer-vision
A curated list of awesome computer vision resources
MedicalNet
Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.
website
A beautiful Jekyll theme for academics
imcut
3D graph cut segmentation
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
MIALab
Medical Image Analysis Lab (MIALab), University of Bern
python-guide
Python best practices guidebook, written for humans.
medical-imaging-datasets
A list of Medical imaging datasets.
face_recognition
The world's simplest facial recognition api for Python and the command line
pianoplayer
Automatic fingering generator for piano scores
Python
All Algorithms implemented in Python