generalisation

There are 0 repository under generalisation topic.

• rgeirhos / generalisation-humans-DNNs

  Data, code & materials from the paper "Generalisation in humans and deep neural networks" (NeurIPS 2018)

  deep-learninggeneralisationhuman-visionpsychophysicsobject-recognition
  Language:R 95

• rgeirhos / shortcut-perspective

  Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)

  deep-learninggeneralisationinterdisciplinaryrobustnessshortcutshortcut-learning
  Language:Python 90
• fsharp-worksheet

  deviousasti / fsharp-worksheet

  A spreadsheet-like interactive evaluator for F#

  fsharpworksheetreplgeneralisation
  Language:F# 50

• RobertCsordas / ndr

  The official repository for our paper "The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization".

  generalisationgeneralizationmachine-learningpytorchsystematic-generalizationtransformers
  Language:Python 32

• mmrl / disent-and-gen

  Code from the article: "The Role of Disentanglement in Generalisation" (ICLR, 2021).

  generative-modelpsychologygeneralisationgeneralizationpytorchdisentanglementvaebeta-vaedeep-learningmachine-learningvariational-autoencoder
  Language:Jupyter Notebook 22

• eurostat / JGiscoTools

  Manipulation of geographical and statistical data in Java, with a focus on Eurostat data

  eurostatgeneralisationjavageographic-datachange-detectionnuts-regionsintersection-matrixeurostat-data
  Language:Java 20

• viig99 / LS-ACELoss

  Label smoothed Aggregation cross entropy loss for generalisation in sequence to sequence tasks.

  aggregation-cross-entropylabel-smoothinggeneralisationpytorch
  Language:Python 14

• XinshaoAmosWang / DerivativeManipulation

  In the context of Deep Learning: What is the right way to conduct example weighting? How do you understand loss functions and so-called theorems on them?

  data-fittinglabel-noiseoutlierreweighting-examplesgeneralisationregularisation
  Language:Shell 10

• maptopixel / LstSqPolyReg

  Regularize polygons to rectilinear shape using constrained least squares in Java

  javabuilding-footprintssquaringgeneralisationpolygon
  Language:Java 9

• mmrl / lost-in-latent-space

  Code from the article: "Lost in Latent Space: Examining Failures of Disentangled Models at Combinatorial Generalisaton" (NeurIPS, 2022)

  artificial-intelligenceautoencoderscompositional-generalizationdeep-learninggeneralisationgenerative-modelneural-networksvariational-autoencoder
  Language:Python 5

• klemenjak / nilm-transferability-metrics

  Metrics to assess the generalisation ability of NILM algorithms

  non-intrusive-load-monitoringtransferabilitygeneralisationenergy-disaggregationnilmtkoverfitting
  4

• martinferianc / noise

  Investigation of how noise perturbations impact neural network calibration and generalisation

  confidence-calibrationgeneralisationmachine-learningneural-networknoise
  Language:Shell 4

• mendrika261 / S2-GenericDAO

  This is a simple DAO for Java with some more features. I used it for my school project.

  generalisationuniversity-project
  Language:Java 4

• BlueBrain / emodel-generalisation

  Generalisation of electrical models of neurons with MCMC

  electrophysiologygeneralisationmcmcneuron
  Language:Python 3

• ltronchin / LatentAugment

  LatentAugment, is a new data augmentation method for training any deep models. It navigates GAN's latent space to increase the diversity and quality of generated samples and enhance their effectiveness for DA purposes.

  generalisationgenerative-adversarial-networkimage-augmentationmedical-imaginggenerative-learning-trilemmamode-coveragemri-to-sct-translation
  Language:Python 3

• sarah37 / dotmaps

  Web-based dot map generalisation

  dotmapsgeneralisationcartography
  Language:JavaScript 1

• OhGreat / ES_adversarial_attacks_library

  Framework for benchmarking black-box adversarial attacks, modeled with ES.

  adversarial-attacksevolution-strategiesgrad-campytorchgeneralisation
  Language:Python 0

• sciencenerd880 / regression_polynomial

  Supervised Learning - Regression Algorithm

  generalisationlinear-regressionmodel-comparison-and-selectionoverfittingsklearnunderfitting
  Language:Jupyter Notebook 0

• TebogoYungMercykay / Mathematical_Expressions_Calculator

  Polynomials are mathematical objects which are expressions of variables and coefficients added to-gether. These polynomials can use operator overloading in a very intuitive manner since most of the operators that we can overload are mathematical operators, which can also be applied to polynomials.

  bivariatecoveragegeneralisationinheritancelinearlinuxmakefilememory-managementoperator-overloadingoperatorspolymorphismpolynomialsquadratictestingunivariatevalgrind
  Language:C++