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graph_classification

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

graphlime

This is a Pytorch implementation of GraphLIME

graphood-eerm

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

lc-all-solutions

My own leetcode all solutions by python

monodepth2

Monocular depth estimation from a single image

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.

octconv.pytorch

[ICCV 2019] PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet models

oodsurvey

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

pele

Python energy landscape explorer

pt-map

A Few-Shot classification algorithm

python-data-science-workshop

Notebooks and code for the Spring 2019 Python Data Science Workshop at CU Boulder.

pytorch-classification

Classification with PyTorch.

pytorch-visnet

Unofficial Implementation of VisNet: Deep Convolutional Neural Networks for Forecasting Atmospheric Visibility

pytorch_active_learning

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

pytorchinsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

re-parameterizedexplainerforgraphneuralnetworks

sbl

singan

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

stat3602-example-classes

Bayesian Inference

stat3612

stat4609-2021-tutorial

symbolic-pursuit

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

transparent_latent_gan

Use supervised learning to illuminate the latent space of GAN for controlled generation and edit

tutorials

vaal

Variational Adversarial Active Learning (ICCV 2019)

videopose3d

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