GitHub topics: generalisation
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.
Language: Python - Size: 8.43 MB - Last synced at: about 12 hours ago - Pushed at: about 13 hours ago - Stars: 6 - Forks: 2
imtanmay46/Meta-Learning
NumerAi Stock Prediction Challenge
Language: Jupyter Notebook - Size: 7.13 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0
rgeirhos/shortcut-perspective
Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)
Language: Python - Size: 22.1 MB - Last synced at: 5 days ago - Pushed at: almost 3 years ago - Stars: 97 - Forks: 14
rgeirhos/generalisation-humans-DNNs
Data, code & materials from the paper "Generalisation in humans and deep neural networks" (NeurIPS 2018)
Language: R - Size: 41.1 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 96 - Forks: 21
BlueBrain/emodel-generalisation 📦
Generalisation of electrical models of neurons with MCMC
Language: Python - Size: 17.2 MB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 4 - Forks: 5
klemenjak/nilm-transferability-metrics
Metrics to assess the generalisation ability of NILM algorithms
Size: 5.86 KB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 2
martinferianc/noise
Investigation of how noise perturbations impact neural network calibration and generalisation
Language: Shell - Size: 20.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
eurostat/JGiscoTools
Manipulation of geographical and statistical data in Java, with a focus on Eurostat data
Language: Java - Size: 166 MB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 20 - Forks: 1
RobertCsordas/ndr
The official repository for our paper "The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization".
Language: Python - Size: 129 KB - Last synced at: 7 months ago - Pushed at: over 3 years ago - Stars: 32 - Forks: 7
mendrika261/S2-GenericDAO
This is a simple DAO for Java with some more features. I used it for my school project.
Language: Java - Size: 21.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
sciencenerd880/regression_polynomial
Supervised Learning - Regression Algorithm
Language: Jupyter Notebook - Size: 493 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 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.
Language: C++ - Size: 535 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
deviousasti/fsharp-worksheet
A spreadsheet-like interactive evaluator for F#
Language: F# - Size: 158 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 50 - Forks: 0
OhGreat/ES_adversarial_attacks_library
Framework for benchmarking black-box adversarial attacks, modeled with ES.
Language: Python - Size: 6.86 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
mmrl/lost-in-latent-space
Code from the article: "Lost in Latent Space: Examining Failures of Disentangled Models at Combinatorial Generalisaton" (NeurIPS, 2022)
Language: Python - Size: 87.9 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0
viig99/LS-ACELoss 📦
Label smoothed Aggregation cross entropy loss for generalisation in sequence to sequence tasks.
Language: Python - Size: 3.91 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 13 - Forks: 3
mmrl/disent-and-gen
Code from the article: "The Role of Disentanglement in Generalisation" (ICLR, 2021).
Language: Jupyter Notebook - Size: 815 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 22 - Forks: 0
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?
Language: Shell - Size: 48.3 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 9 - Forks: 1
maptopixel/LstSqPolyReg
Regularize polygons to rectilinear shape using constrained least squares in Java
Language: Java - Size: 2.41 MB - Last synced at: about 2 years ago - Pushed at: almost 12 years ago - Stars: 9 - Forks: 3
sarah37/dotmaps
Web-based dot map generalisation
Language: JavaScript - Size: 2.28 MB - Last synced at: 5 months ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 0
