Machine Learning
- 61
- Designing And Implementing A Neural Network Library For Handwriting Detection, Image Analysis etc.
- A concise explanation of backward propagation neural networks for handwriting analysis. Beginning functions are given for its 'Brain Net' library in VB.Net. [LGPL]
- 62
- Extreme Learning Machine
- generalized Single-hidden Layer Feed forward Networks (SLFNs) and how to build them. Since work as universal approximators with adjustable hidden parameters, all parameters of ELMs can be analytically determined instead of being tuned. Written in Matlab. [GPL]
- 63
- FastMix
- Generates Gaussian mixture models for large datasets using efficient KD-clustering algorithms. [Free]
- 64
- Fuzzy machine learning framework
- Fuzzy machine learning framework is a library of ADA packages and a GUI front-end based on graph-schemes, intuitionistic fuzzy sets and the possibility theory. Sources can be used on any platform where an Ada 2005 compiler is available. [GPL]
- 65
- GMDH Shell: Predictive Data Mining Software
- Provides GMDH-based machine learning technology for classification, continuous value prediction and time series forecasting. The software uses multi-core processors and HPC Linux clusters. [Commercial]
- 66
- Genetic Algorithm Projects at SourceForge.net
- A large collection of algorithm projects with complete sourcecode. [GPL]
- 67
- Graclus: Efficient Graph Clustering Software
- A fast graph clustering software that computes normalized cut and ratio association for a given undirected graph without any eigenvector computation.
- 68
- Intelligent Software Agent Projects at Sourceforge.net
- A large collection of Intelligent Agent projects complete with sourcecode. [GPL]
- 69
- KEEL: Knowledge Extraction based on Evolutionary Learning
- The aim of this project is to develop a Computational Environment for integrating the design and use of knowledge extraction models from data using evolutionary algorithms. Genetic learning may also be applied to the model. [GPL]
- 70
- Lemga: Learning Models and Generic Algorithms
- A library of classes for optimizing (training) the generic models. Written in C++. Permission for use is required outside of classroom. [GPL]
- 71
- LibML
- A machine learning library. New implementations of various machine learning algorithms. [GPL]
- 72
- MALLET: Advanced Machine Learning for Language
- An integrated collection of Java code useful for statistical natural language processing, document classification, clustering, information extraction, and other machine learning applications to text. [GPL]
- 74
- Machine Learning Software Collection of Peter Clark
- Various software packages from the staff and alumni of The University of Texas at Austin which include inductions, a partial lazy evaluation, and a derivative of the Theo system. [GPL]
- 75
- Machine Learning Software Packages
- Various classes, packages, macros and other software systems related to machine learning. [GPL]
- 76
- Markov TheBeast
- A Markov Logic Interpreter that focuses on efficient MAP inference and Online Learning featuring MAP inference using Cutting Planes combined with Max-Walk-Sat programming, parametrized weights, a shell interpreter, and cardinality constraints. [GPL]
- 77
- Milepost GCC Compiler
- A program compiler with built-in machine learning to find the most efficient compilation possible based upon the processor the program is run on. A collective optimization database, predictor web-service, and frameworks are available in order to make suggestions and further streamline the efficiency quotient of the user. This is the open source compiler that IBM has created press releases on using. [GPL]
- 78
- NEITHER: A Propositional Theory Refinement
- A system to modify an incomplete or incorrect rule base to make it consistent with a set of input training examples. Written in C++ [Free]