ssadhukha

BentoWhisperX

decord

An efficient video loader for deep learning with smart shuffling that's super easy to digest

Talk-to-Edit

Code for Talk-to-Edit (ICCV2021). Paper: Talk-to-Edit: Fine-Grained Facial Editing via Dialog.

EEG_Image_decode

Using vision-language models to decode natural image perception from non-invasive brain recordings.

audapolis

an editor for spoken-word audio with automatic transcription

pytorch-template

PyTorch deep learning projects made easy.

Deep-Learning-Project-Template

A best practice for deep learning project template architecture.

ViT-V-Net_for_3D_Image_Registration_Pytorch

Vision Transformer for 3D medical image registration (Pytorch).

SwiFT

Official repo for SwiFT: Swin 4D fMRI Transformer

pml2-book

Probabilistic Machine Learning: Advanced Topics

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

learning-from-brains

Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One of the broadest neuroimaging datasets used for pre-training to date.

CLAP

Contrastive Language-Audio Pretraining

3d-vision-transformers

A list of 3D computer vision papers with Transformers

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

frequency_determines_performance

Code for the paper: "No Zero-Shot Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance"

fmri-music-retrieve

predicting-effects-with-llms

nemos

NEural MOdelS, a statistical modeling framework for neuroscience.

mathematics-and-ai

Code repository for the Spring 2024 course Math 76.01 "Mathematics and AI" at Dartmouth College

gnn-classification-pipeline

A framework for experimenting with Graph Neural Networks

BrainDecodesDeepNets

PyTorch implementation of "Brain Decodes Deep Nets"

bdpy

Python package for brain decoding analysis (BrainDecoderToolbox2 data format, machine learning analysis, functional MRI)

Awesome-Brain-Encoding--Decoding

ice

Interactive Composition Explorer: a debugger for compositional language model programs

neighbors

A package to perform collaborative filtering on emotion datasets.

blog-binary-classification-metrics

Codebase for the blog post "24 Evaluation Metrics for Binary Classification (And When to Use Them)"

re-arc

Reverse Engineering the Abstraction and Reasoning Corpus

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.