Pinned

1. ZCAonSatelliteData

   The whole idea behind performing ZCA was to make input less redundant, since most of the adjacent pixels of an image have similar values. It decorrelates the features keeping their variance same. …

   Python 1

2. GenealogyTree

   Forked from sudeeparoydey/GenealogyTree

   Particle swarm is a population-based algorithm. In this respect it is similar to the genetic algorithm. A collection of individuals called particles move in steps throughout a region. At each step,…

   Python

3. KnowledgeEncoding

   This is an implementation of 3 layered MLP using rough-set-theoretic concepts for initial weight encoding

   Python 2

4. NeuralNetworkFromScratch

   The code implements back propagation algorithm with fuzzified inputs. It uses k-fold cross validation to enhance the accuracy of classification

   1

5. Rough-Set-Theory-QuickReduct-

   Forked from NeuralFuzzy/RoughSetTheoryQuickReduct

   QuickReduct is an algorithm for feature selection that computes degree of dependencies of a set of features on another set

   Python 1

6. StackedAutoEncoder

   Autoencoder is a network that learns to encode itself. The neural network is trained to copy its input at the output layer. In this code, the two autoencoder layers are stacked together and the ove…

   Python 1