phy: interactive visualization and manual spike sorting of large-scale ephys data

Simulation of spiking neural networks (SNNs) using PyTorch.

A massively parallel, high-level programming language

Tools for modeling image systems engineering in the human visual system front end

High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.

Coding projects by the community for the community

🔥 Machine Learning Notebooks

Modern C++ Programming Course (C++03/11/14/17/20/23/26)

Uniform Manifold Approximation and Projection

A general framework for interpreting wide-band neural activity

Clustering Band-limited Activity by State and Spectro-temporal features (CBASS)

A dimensionality reduction framework for disentangling the flow of signals between populations of neurons

A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA

Python package for elasitx-based registration of mouse brain images to the Allen CCFv3.

Histology processing

Neuropixels trajectory explorer with the Allen CCF mouse atlas

Official Code for DragGAN (SIGGRAPH 2023)

Code and data for AI-assisted coding experiments

Stable Diffusion Painting

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models, 2023

Papers : Biological and Artificial Neural Networks

Hopfield network implemented with Python

Ocean Wave Simulation - http://david.li/waves

Python package for the hue api

The simplest, fastest repository for training/finetuning medium-sized GPTs.

A python function to calculate the fractal dimension in 3D.