generalisation
There are 19 repositories under generalisation topic.
rgeirhos/generalisation-humans-DNNs
Data, code & materials from the paper "Generalisation in humans and deep neural networks" (NeurIPS 2018)
rgeirhos/shortcut-perspective
Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)
deviousasti/fsharp-worksheet
A spreadsheet-like interactive evaluator for F#
RobertCsordas/ndr
The official repository for our paper "The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization".
mmrl/disent-and-gen
Code from the article: "The Role of Disentanglement in Generalisation" (ICLR, 2021).
eurostat/JGiscoTools
Manipulation of geographical and statistical data in Java, with a focus on Eurostat data
viig99/LS-ACELoss
Label smoothed Aggregation cross entropy loss for generalisation in sequence to sequence tasks.
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?
maptopixel/LstSqPolyReg
Regularize polygons to rectilinear shape using constrained least squares in Java
mmrl/lost-in-latent-space
Code from the article: "Lost in Latent Space: Examining Failures of Disentangled Models at Combinatorial Generalisaton" (NeurIPS, 2022)
klemenjak/nilm-transferability-metrics
Metrics to assess the generalisation ability of NILM algorithms
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.
martinferianc/noise
Investigation of how noise perturbations impact neural network calibration and generalisation
mendrika261/S2-GenericDAO
This is a simple DAO for Java with some more features. I used it for my school project.
BlueBrain/emodel-generalisation
Generalisation of electrical models of neurons with MCMC
sarah37/dotmaps
Web-based dot map generalisation
OhGreat/ES_adversarial_attacks_library
Framework for benchmarking black-box adversarial attacks, modeled with ES.
sciencenerd880/regression_polynomial
Supervised Learning - Regression Algorithm
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.