avnitjnkol's starred repositories
ssl_detection
Semi-supervised learning for object detection
Active_Learning_CNNs
Active Learning with approximations of Bayesian Convolutional Neural Networks.
Bayesian-Active-Learning-Pytorch
Implementation of Bayesian NNs in Pytorch (https://arxiv.org/pdf/1703.02910.pdf) (With some help from https://github.com/Riashat/Deep-Bayesian-Active-Learning/))
deep-active-learning
Deep Active Learning
active-learning
Active learning for deep learning
DiscriminativeActiveLearning
Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For the blog:
Active-Learning-Bayesian-Convolutional-Neural-Networks
Active Learning on Image Data using Bayesian ConvNets
active_learning
Active Learning Applied to image and tabular data
pytorch-cifar
95.47% on CIFAR10 with PyTorch
Deep-Bayesian-Active-Learning
Code for Deep Bayesian Active Learning (ICML 2017)
pytorch-practice
Some example scripts on pytorch
Learning-Loss-for-Active-Learning-Pytorch
Learning Loss for Active Learning Pytorch Implementation,(reproduction)
pytorch_active_learning
PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book
ActiveLearningFrameworkTutorial
An active learning framework, using interchangeable algorithms and sample selection functions, including experimental results on a toy data-set.
cifar10keras
CIFAR-10 IMAGE CLASSIFICATION WITH KERAS CONVOLUTIONAL NEURAL NETWORK TUTORIAL
CEAL_keras
Implementation of "Cost-Effective Active Learning for Deep Image Classification" paper
active_learning_coreset
Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach