Christinaliang

bertviz

BertViz: Visualize Attention in Transformer Models (BERT, GPT2, BART, etc.)

BioGPT

brain-score

A framework for evaluating models on integrative brain and behavior measurements

challenges_review

detr

End-to-End Object Detection with Transformers

Face

fastMRI

A large-scale dataset of both raw MRI measurements and clinical MRI images.

GAGNN

add codes

GNN-in-RS

hcmd_dai

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

lstm-fmri-dynamics

Code for "Capturing brain dynamics: latent spatiotemporal patterns predict stimuli and individual differences"

Machine_Learning_Code_Implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

MLQuestions

Machine Learning and Computer Vision Engineer - Technical Interview Questions

nanoGPT

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

Neuroimaging_Pattern_Masks

Brain signature patterns, atlases of regions, and meta-analysis masks for neuroimaging data analysis.

NiChord

nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

PiML-Toolbox

PiML (Python Interpretable Machine Learning) toolbox for model development and model validation

pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

PRML

PRML algorithms implemented in Python

pumpkin-book

《机器学习》（西瓜书）公式详解

pyspark-examples

Pyspark RDD, DataFrame and Dataset Examples in Python language

RSA-CVPR19-release

code for CVPR paper "Representation Similarity Analysis for Efficient Task Taxonomy and Transfer Learning"

taskonomy

Taskonomy: Disentangling Task Transfer Learning

TFF

an end to end framework for analyzing fMRI time-series data (4D) using transformers

vision_transformer

VQ-Diffusion

Official implementation of VQ-Diffusion

workbench

Connectome Workbench

xMPVA