dimitra-maoutsa

GPTs

leaked prompts of GPTs

awesome-latex-drawing

Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.

LovelyPlots

Matplotlib style sheets to nicely format figures for scientific papers, thesis and presentations while keeping them fully editable in Adobe Illustrator.

qpth

A fast and differentiable QP solver for PyTorch.

neural-ode

Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations

Awesome-state-space-models

Collection of papers on state-space models

annotate-equations

LaTeX package and annotated examples for annotating equations using TikZ.

contrast

Jekyll Theme

differentiable-plasticity

Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.

physics_informed

graph-pde

Using graph network to solve PDEs

neurogym

A curated collection of neuroscience tasks with a common interface.

SISSO

A data-driven method combining symbolic regression and compressed sensing for accurate & interpretable models.

BayesNewton

Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.

KoopmanLab

A library for Koopman Neural Operator with Pytorch.

idrlnet

IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.

swyft

A system for scientific simulation-based inference at scale.

Neural-Manifold-Ordinary-Differential-Equations

[NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)

auryn

Auryn: A fast simulator for spiking neural networks with synaptic plasticity

e3nn_tutorial

repository and website for tutorials on 3d Euclidean equivariant neural networks

Riemannian-Residual-Neural-Networks

[NeurIPS 2023] Riemannian Residual Neural Networks (https://arxiv.org/abs/2006.10254)

EvolvingPlasticANN

Codes for Evolving Plastic ANNs

aisynphys

Analysis tools specific to the aiephys multipatch project.

sonets

Generates Second Order Networks with prescribed second order motif frequencies

iterative-smoothing-bridge

Code for 'Transport with Support: Data-Conditional Diffusion Bridges'

lif_meanfield_tools

LIF Meanfield Tools

intro-to-comp-neuro

Intro lecture to computational neuroscience

drift_geometry

Supporting code for The Geometry of Representational Drift

visual_behavior_ssn_modeling

Code repository for the SSN modeling work on Visual Behavior Neuropixels data

brian2-network-multiplier

Run multiple versions of a `brian2.network` in a single simulation.