SaqibMamoon's repositories
fMRI-analysis-Resources
Learning materials for fMRI, CT, PET, EGG analysis, including tutorials, toolboxes, lab links, articles and datasets.
ACIC2024-causal-discovery-material
Materials for the ACIC 2024 Short Course on Causal Discovery
autism
Data Challenge on Autism Spectrum Disorder detection
awesome-list-of-awesomes
A curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.
CausE
[Paper][CCKS2023] CausE: Towards Causal Knowledge Graph Embedding
composed_finetuning
Code for the ICML 2021 paper "Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization" by Sang Michael Xie, Tengyu Ma, Percy Liang
cs-video-courses
List of Computer Science courses with video lectures.
hansen_gene-receptor
Data and code in support of Hansen et al., 2021 "Correspondence between gene expression and neurotransmitter receptor and transporter density in the human brain"
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
longitudinal-neighbourhood-embedding
Self-supervised Longitudinal Neighbourhood Embedding (LNE), MICCAI2021 & Speicial Issue on Medical Image Analysis
Pattern_Classification
Matlab codes of pattern classification algorithms (e.g., SVC, logistic regression, MLDA) for analyzing brain imaging data.
Preprocessing-Denoising-CONN-toolbox-
Preprocessing and Denoising batch scripts CONN toolbox (conn_batch_workshop_nyudataset.m; retrieved from https://www.nitrc.org/frs/?group_id=279)
PSC_Pipeline
Population-based Structural Connectome Mapping
pytorch_geometric
Graph Neural Network Library for PyTorch
saliency_maps
Pytorch implementation of some saliency map methods for XAI.
spacetimeformer
Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."
stong3_fMRI_processing
fMRI pre-processing project using fMRIPrep, Nilearn on a HPC server.
trustworthyAI
trustworthy AI related projects