The imbalanced regression method DenseWeight produces sample weights for data points in regression tasks so that there is a higher emphasis on ML model performance for rare (and often extreme) data…

Schedule-Free Optimization in PyTorch

A reservoir computing toolbox for neuroscientists

A lightweight, interactive, extensible and cross-platform framework for building, visualizing and analyzing digital reconstructions of neuronal morphology skeletons extracted from microscopy stacks.

pytorch implementation of the different DeepGaze models

Code and data used to perform the analyses in the paper "Heavy-tailed neuronal connectivity arises from Hebbian self-organization"

Official implementation of Joint Multidimensional Scaling

LaTeX template for Elsevier journals

書籍『進化思考』を批判した書籍のサポートページ

A Python package for intrinsic dimension estimation

Rpy2 wrapper for statistical analysis by R

Code for the paper: Rotating Features for Object Discovery

Accompanying code for "State Estimation of a Physical System without Governing Equations"

Dataset and code for “Going on a vacation” takes longer than “Going for a walk”: A Study of Temporal Commonsense Understanding, EMNLP 2019.

cuML - RAPIDS Machine Learning Library

A toolbox for comparing brain maps

Code for CRATE (Coding RAte reduction TransformEr).

defacing utility for MRI images

Implementation of Nougat Neural Optical Understanding for Academic Documents

Voxelwise modeling tutorial from the Gallantlab.

Multiple-target linear models - CPU/GPU

Two self-contained notebooks to perform "weight transformer" from pretrained Transformer model to neuron-astrocyte network.

LUKE -- Language Understanding with Knowledge-based Embeddings

Machine translated multilingual STS benchmark dataset.

Python Library to Read and Write Surface Files in Freesurfer's TriangularSurface Format

NINJAL Web Japanese Corpus

Code accompanying data release of natural language listening fMRI data (LeBel et al.)

A Blender add-on to bring animations from NEURON