Sh4zKh4n's repositories
awesome-data-labeling
A curated list of awesome data labeling tools
bumpy
Quick tutorial of scientific computing with Python using a real physics application.
Computer-vision-for-the-chemistry-lab
Use convolutional neural net to detect segment and classify material phases and vessels in chemistry lab and other setting involving materials in mostly transparent vessels
cs4423
CS4423
DataAnalysisJC
data analysis journal club code and slides
decay-book
Resources for the book "Finite Difference Computing with Exponential Decay Models" by H. P. Langtangen
Efficient_Graph-based_Image_Segmentation
Implementation of efficient Graph-based Image segmentation paper
elegant-scipy
1st Edition of Elegant SciPy (O'Reilly Publishers)
gantools
A set of tools to deal with GANs
image-processing
Classical algorithms on image processing
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
machine-learning-course
:speech_balloon: Machine Learning Course with Python:
MentisOculi
A raytracer written in PyTorch (raynet?)
midTbot_esp32
A Small and Simple Pen Plotter
MultistepNNs
Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems
napari-training-course
Lectures for a napari training course
nx_graph_utils
Tools for analyzing graphs aimed at connectome data
pycon-2019-tutorial
Data Science Best Practices with pandas
python_ray_tracing
A collection of ray tracers implemented in Python
pytorch_similarity
Similarity Measure. Re-implementation for PyTorch.
Quantitative-Big-Imaging-2019
The material for the Quantitative Big Imaging course at ETHZ for the Spring Semester 2019
random_walker
A collection of image segmentation algorithms based on diffusion methods
raytrace
Python raytracer
stevenbergner.github.io
research posts by Steven Bergner - GitHub page source code
workshop-invdesign
📐 Workshop material for optical inverse design and automatic differentiation