Stars
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
subpixel: A subpixel convnet for super resolution with Tensorflow
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
Supporting code for short YouTube series Neural Networks Demystified.
Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano
A virtual lab of LLM agents for science research
Respository for Open-Science modular microscope system.
JupyterLite demo deployed to GitHub Pages 🚀
Broccoli - distributed task queues for ESP32 cluster
A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)
Physical Optics Propagation in Python
GPU-accelerated bio-image analysis focusing on 3D+t microscopy image data
Lecture materials "Bio-image analysis, biostatistics, programming and machine learning for computational biology" at the Center of Molecular and Cellular Bioengineering (CMCB) / University of Techn…
Python control of micro-manager for customized data acquisition
Stuff I uploaded to share online or to access from a different machine
hybrid optical electronic convolutional neural networks
This is the repository for a Python bioimage analysis course which establishes the fundamentals of image analysis in the context of biological imaging.
A Python toolbox for registering / fusing / stitching large multi-view / multi-positioning image datasets in 2-3D.
TensorFlow Deconvolution for Microscopy Data
ML Audio Classifier Example for Pico 🔊🔥🔔
Integrated Machine and Deep Learning for Optical Design
juno is a simulation package for optical system design using full wave propagation.
Official implementation of Ring Deconvolution Microscopy from https://www.nature.com/articles/s41592-025-02684-5
Optimization framework developed in Pytorch, allowing calibration, and joint optimization of optics and deep learning models.
A Python based Autodesk Inventor API module!
Fusing image tiles with dask array's map_blocks