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AvatarSAT is a SAT solver that uses machine-learning classifiers to automatically tune the heuristics of an off-the-shelf SAT solver on a per-instance basis.
This is implementation of parallel genetic algorithm with "ring" insular topology. Algorithm provides a dynamic choice of genetic operators in the evolution of. The library supports the 26 genetic operators. This is cross-platform GA written in С++.
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A C++ library for machinelearning within dynamic systems. It provides methods such as the Kalman, unscented Kalman, and particle filters and smoothers, as well as useful classes such as common probability distributions and stochastic processes.
A suite of machinelearning benchmarks where each agent must solve a lot of different tasks without recompilation. This means that the programmers cannot manually specify topologies or adjust parameters to specific tasks.
Structlab is a machinelearning C++ framework for structured domains, which provides a toolbox of learning methods and tools for preprocessing and visualization. It also provides a GUI to setup elaborate experiments in a visual and intuitive way.
vesper(Virtual Embraced Space ProbER) offers framework to monitor status of guests on various virtual machine environments, by injecting kernel modules from host to other guest domains.
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Cerberus is a First Person Shooter Game that incorporates machinelearning techniques. The game utilizes Neural Networks to control fighting behavior and Reinforcement Learning to select high level tactics.
Zabal6 is a machinelearning student tool based on decision tree learning, focused in the area of knowledge discovery (data mining), and inspired on See5. Zabl6 is a C++ program for Linux and windows O.S, with a intuitive graphical interface.
Distage is a decentralized, distfile sharing tool for Gentoo Linux. It allows one to download package files from any machine connected to a Local Area Network instead of a cache server or Gentoo Mirror.
Machinelearning toolkit for unsupervised and semi-supervised clustering that demonstrates excellent results on real-world data (see Bekkerman et al. ICML-2005 and ECML-2006).
WHEREAMI is an intelligent and self-learning network detection and configuration utility. With this capability, a user can just walk to a network range and WHEREAMI will self determine and connect to that network with relevant policies.
PCP (Pattern Classification Program) is an open-source machinelearning program for supervised classification of patterns. PCP is a binary executable running on Linux and Windows (under Cygwin environment).
MultiBoost is a C++ implementation of the multi-class AdaBoost algorithm. AdaBoost is a powerful meta-learning algorithm commonly used in machinelearning. The code is well documented and easy to extend, especially for adding new weak learners.
General purpose agents using reinforcement learning. Combines radial basis functions, temporal difference learning, planning, uncertainty estimations, and curiosity. Intended to be an out-of-the-box solution for roboticists and game developers.
The Pattern Analysis Library (PALib) is a C++ class library for pattern classification/recognition. PALib consists of a wide range of machinelearning routines such as Bayesian decision theory, artificial neural networks, and fuzzy inference systems.
This is a PacMan Clone that we intend to program for learning Game Development.
Feel free to give us your advice and tell us if you like playing it.
Este es un clon del Pacman que queremos programar para aprender a Desarrollar Juegos.
PyBuzz is a machine plugin for the Buzz Modular Tracker that acts as a host for python scripts using the python interpreter engine developed by http://www.python.org.
Amphion is an audio server and a collection of clients designed to play audio tracks, maintain playlists, and tweak the output volume. Amphion lets you plug a server into your stereo and control the tracks played on your stereo from another machine.
A collection of open source software and documents on machine perception and machinelearning. Includes a state of the art face detector (MPISearch), video labeling tools (Score), and tutorials (Kolmogorov Tutorials).