JaniceLC

Data_Sci_PyWksp

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

OODSurvey

The Official Repository for "Generalized OOD Detection: A Survey"

RE-ParameterizedExplainerForGraphNeuralNetworks

al-fk-self-supervision

Official PyTorch code for CVPR 2020 paper "Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision"

Aletheia

Unwrapping Black Box of ReLU DNNs

aseplayground

BigDataAnalyticsTutorials

Tutorials for STAT4609 (2022) Big Data Analytics

STAT3602-Example-Classes

Bayesian Inference

STAT4609-2021-tutorial

ASAP

AAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations

CLIP_Captioning

use clip feature and text to generate long sentences as the input of language model

CloserLookFewShot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

DIG

A library for graph deep learning research

gcm-cf

[CVPR 2021] Released code for Counterfactual Zero-Shot and Open-Set Visual Recognition

gnn-model-explainer

gnn explainer

GRAN

Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019

graph_classification

Training GNNs with PyTorch Lightning: Open Graph Benchmarks and image classification from superpixels

GraphCL_Automated

[ICML 2021] "Graph Contrastive Learning Automated" by Yuning You, Tianlong Chen, Yang Shen, Zhangyang Wang

GraphGym

Platform for designing and evaluating Graph Neural Networks (GNN)

GraphLIME

This is a Pytorch implementation of GraphLIME

GraphOOD-EERM

MuSDAC

Multi-Space Domain Adaptive Classification

my-everything-vim

nbm-spam-by-authors

Training and evaluating NBM and SPAM for interpretable machine learning.

O-MedAL

O-MedAL: Online Active Deep Learning for Medical Image Analysis. This repo contains code for the paper.

pytorch_active_learning

PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book

Symbolic-Pursuit

Github for the NIPS 2020 paper "Learning outside the black-box: at the pursuit of interpretable models"

vaal

Variational Adversarial Active Learning (ICCV 2019)

VideoPose3D

Efficient 3D human pose estimation in video using 2D keypoint trajectories