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learningtocompare_fsl

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)

lstm-human-activity-recognition

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

maml-pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

matchingnetworks

An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf

meta_learning_tutorial

metad2a

Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)

metalearning_dataloader_pytorch

metaoptnet

Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)

minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

mlai-fewshot

models

Models and examples built with TensorFlow

murel.bootstrap.pytorch

MUREL (CVPR 2019), a multimodal relational reasoning module for VQA

nas-without-training

Neural Architecture Search Without Training

nsganetv2

[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search

omniglot

Omniglot data set for one-shot learning

openlongtailrecognition-oltr

Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)

printappandpkgname

projca

prototypical-network-pytorch

A re-implementation of "Prototypical Networks for Few-shot Learning"

prototypical-networks-tensorflow

Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

pygcn

Graph Convolutional Networks in PyTorch

pytorch

PyTorch 사용법 예제 (Example usage)

pytorch-adahan

An unofficial PyTorch implementation of the HAN and AdaHAN models presented in the "Learning Visual Question Answering by Bootstrapping Hard Attention" research paper.

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

samsung_ds_assignment

seg-cmfd

simple_classification

simplelauncher-1

An example custom launcher for Android

sparsification_samsung

tensorflow

Computation using data flow graphs for scalable machine learning