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Topic > Optimization |
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15 projects in result set.
0. dcr - Data Cloning in R - Data cloning (DC) uses Bayesian MCMC to make maximum likelihood inference of complex hierarchical models. The bundle includes basic infrastructure for DC with parallel computing support, and more specialized packages for ecology. |
- Development Status : 5 - Production/Stable [Filter]
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- Topic : Bayesian Statistics [Filter]
- Topic : Optimization [Filter]
- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
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Registered: 2009-08-17 16:25 |
1. Clustering using convex fusion penalties - An R/C++ implementation of the clusterpath algorithm described in Hocking et al. 2011, for robust convex clustering using sparsity-inducing fusion penalties. |
- Development Status : 4 - Beta [Filter]
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- Programming Language : Python [Filter]
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- Topic : Cluster Analysis : Hierarchical Clustering [Filter]
- Topic : Machine Learning : Regularized and Shrinkage Methods [Filter]
- Topic : Optimization [Filter]
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Registered: 2011-05-09 12:56 |
2. rneos: R interface to NEOS - R package that implements the XML-RPC interface to NEOS (http://www.neos-server.org) |
- Development Status : 4 - Beta [Filter]
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- Topic : Connectivity : WWW/HTTP [Filter]
- Topic : Finance [Filter]
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Registered: 2010-07-16 15:32 |
3. changepoints: Changepoint Analysis Tools - Unified infrastracture for changepoint analysis for different types of parametric models employing different segmentation strategies (binary, recursive binary, dynamic programming, PELT, etc.) |
- Development Status : 1 - Planning [Filter]
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- Topic : Econometrics : Structural Change [Filter]
- Topic : Finance : Time Series [Filter]
- Topic : Optimization [Filter]
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Registered: 2012-03-27 21:23 |
4. Forecasting with Artificial Intelligence - The package ForAI uses machine learning methods such as artificial neural networks, support vector regression, extreme learning machines, and evolutionary algorithms for forecasting and prediction. |
- Development Status : 3 - Alpha [Filter]
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- Topic : Machine Learning [Filter]
- Topic : Optimization [Filter]
- Topic : Regression Models [Filter]
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Registered: 2012-01-22 07:45 |
5. UCMINF - unconstrained optimization - UCMINF - An algoriithm for unconstrained non-linear optimization
The algorithm is of quasi-Newton type with BFGS updating of the inverse Hessian and soft line search with a trust region type monitoring of the input to the line search algorithm. |
- Development Status : 4 - Beta [Filter]
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- Programming Language : Fortran [Filter]
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- Topic : Optimization [Filter]
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Registered: 2008-12-08 18:53 |
6. R package for Non Smooth Optimization - An R package for non smooth optimization, with implementation of several algorithms including HANSO, SIDPSM etc. |
- Development Status : 3 - Alpha [Filter]
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Registered: 2013-05-28 18:22 |
7. NMF - Nonnegative Matrix Factorization - This package provides a flexible framework to perform Non-negative Matrix Factorization (NMF).
It implements a set of already published algorithms and seeding methods, and provides a framework
to test, develop and plug new/custom algorithms. |
- Development Status : 5 - Production/Stable [Filter]
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- Topic : Bioinformatics [Filter]
- Topic : Multivariate Statistics : Projection Methods : Independent Components [Filter]
- Topic : Optimization [Filter]
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Registered: 2010-01-07 14:13 |
8. Optimal Two-stage Phase II Design - This R package creates the optimal two-stage phase II designs with long-term endpoint.
A later expanded version of the package (OptInterim) can be downloaded on CRAN
http://cran.r-project.org/web/packages/OptInterim/index.html |
- Development Status : 5 - Production/Stable [Filter]
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- Topic : Biostatistics & Medical Statistics [Filter]
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Registered: 2008-12-14 01:13 |
9. X-METRIC Inventory Optimizations - Multi-Echelon Techniques for Recoverable Item Control and its variants MOD-METRIC, VARI-METRIC and related extensions |
- Development Status : 1 - Planning [Filter]
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Registered: 2013-08-24 22:00 |
10. Optimist - This project will comprise different approaches in global and discrete optimization, e.g. a simple evolutionary algorithm for global problems, some 'knapsack' procedures and discrete optimization routines, and a collection of optimization test routines. |
- Development Status : 4 - Beta [Filter]
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- Programming Language : Fortran [Filter]
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- Topic : Numerical Analysis [Filter]
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- Topic : Time Series [Filter]
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Registered: 2011-03-14 17:35 |
11. maxLik: Maximum Likelihood Estimation - Tools for Maximum Likelihood Estimation
THE DEVELOPMENT OF THE maxLik PACKAGE HAS BEEN MOVED to GitHub:
https://github.com/arne-henningsen/maxLik
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Registered: 2008-09-18 13:24 |
12. MPTinR - MPTinR provides a user-friendly way to fit Multinomial Processing Tree (MPT) and other cognitive models for categorical data. For any MPT model the FIA, a minimum description length based measure of model complexity, can be calculated for model selection. |
- Development Status : 4 - Beta [Filter]
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- Topic : Other/Nonlisted Topic [Filter]
- Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]
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Registered: 2011-06-06 17:09 |
13. Markov decision processes (MDPs) in R - Create and optimize MDPs with discrete time steps and state space. Both normal MDPs and hierarchical MDPs can be considered. |
- Development Status : 4 - Beta [Filter]
- Environment : Console (Text Based) [Filter]
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Registered: 2009-06-08 12:06 |
14. CatDyn Package for Catch Dynamics Models - Statistical models to assess fish stocks are becoming too demanding in terms of biological information. As an alternative to this trend we are developing the CatDyn project, an R package to assess fish stocks by modeling the operation of fishermen at sea. |
- Development Status : 4 - Beta [Filter]
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Registered: 2011-05-17 15:37 |