david-klindt

NIPS2017

CNN Neural System Identification Model

NeuralLVM

Latent Variable Models for Neural Activity

Superposition

BethesdaGP

Gaussian Process Models to Estimate Bethesda Units

tmlr_2023

Official code for Controlling Neural Network Smoothness for Neural Algorithmic Reasoning (TMLR, 2023)

PerceptualSimilarity

LPIPS metric. pip install lpips

awesome-neural-geometry

A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond

challenge-iclr-2022

GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021

cinic-10

A drop-in replacement for CIFAR-10.

cnn-sys-ident-1

Neural system identification with CNNs

code-for-the-world

A tutorial for Advanced Scientific Python Programming on organizing, documenting, and distributing code

datajoint-python

Relational data pipelines for the science lab

david-klindt.github.io

GPy

Gaussian processes framework in python

contrastive-ne

Contrastive neighbor embeddings

DiffusionSpectra

Analyze Spectrum of diffusion operator and eigen states

ece3

The lectures present concepts from linear algebra, such as matrix computations, systems of linear equations, eigenspace decomposition, inner-product, orthogonality, least-squares and linear regression. Students actively engage with the materials with an introduction to Python programming

invertible-resnet

Official Code for Invertible Residual Networks

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

massmail

Script to send mass mail

slow_disentanglement

Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding

statlearning

TopoModelX

Topological Deep Learning