Some fun with radial basis functions
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Updated
Aug 17, 2012 - Clojure
Some fun with radial basis functions
Assignments and Projects done in summer elective on Neural Networks.
MATLAB implementations of different learning methods for Radial Basis Functions (RBF)
Given a dataset containing car attributes, use MLP and RBF networks to predict the Miles per Gallon consumption
Creating a two-layered classifier based on the radial basis function for screening of Thalassemia. The aim of this study is to differentiate between persons with the thalassemia trait and normal subjects by inspecting characteristics of haemochromocytometric data.
Implementation of linear regression using closed form solution and SGD to solve Learning to Rank (LeToR) problem in Information Retrieval
Collection of neural network implementations done from scratch.
Python code for Vittorio Bisin's Master's Thesis from the Courant Institute of Mathematical Sciences: 'A Study in Total Variation Denoising and its Validity in a Recently Proposed Denoising Algorithm'
Basic implementation of FNN and RBF neural networks using tensorflow.
Implementation of MLP and RBF
codes for course neural networks
Deep Learning using Neural Network Toolbox + Finance Portfolio Selection with MorningStar
Python Package for Radial Basis Function Networks
A collection of Matlab routines for constructing Radial Basis Function (Neural) Network models of NARX-type nonlinear dynamical systems from data. It also includes the possibility of incorporating prior information about the underlying system's steady states in the structure selection of the RBF models.
A collection of Matlab routines for illustrating methods for identifying Radial Basis Function (Neural) Network models for NARX-type nonlinear dynamical systems from data, incorporating prior information about the system's fixed points.
A program to show differences between Software 1.0 and 2.0 programming approaches using Neural Networks and a data-driven ranking program (LeToR) with Linear regression and Radial Basis Functions.
eANN is an implementation of several kind of neural networks
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