libra.cs.uoregon.edu

The Libra Toolkit

Libra was written by Daniel Lowd. And Amirmohammad (Pedram) Rooshenas. Libra is released under a modified BSD license. Chow-Liu algorithm for learning tree-structured BNs. Chow and Liu, 1968). Learning BNs with context-specific independence. Chickering and al., 1997). Heckerman and al., 2000). Learning MNs from DNs. BN structure learning of compact arithmetic circuits. Lowd and Domingos, 2008). MN structure learning of compact arithmetic circuits. Lowd and Rooshenas, 2013). Meila and Jordan, 2000). For c...

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Libra was written by Daniel Lowd. And Amirmohammad (Pedram) Rooshenas. Libra is released under a modified BSD license. Chow-Liu algorithm for learning tree-structured BNs. Chow and Liu, 1968). Learning BNs with context-specific independence. Chickering and al., 1997). Heckerman and al., 2000). Learning MNs from DNs. BN structure learning of compact arithmetic circuits. Lowd and Domingos, 2008). MN structure learning of compact arithmetic circuits. Lowd and Rooshenas, 2013). Meila and Jordan, 2000). For c...

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1 the libra toolkit

2 overview

3 algorithms in libra

4 learning algorithms

5 learning dns

6 mixtures of trees

7 inference algorithms

8 gibbs sampling

9 belief propagation

10 max product

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The Libra Toolkit | libra.cs.uoregon.edu Reviews

https://libra.cs.uoregon.edu

Libra was written by Daniel Lowd. And Amirmohammad (Pedram) Rooshenas. Libra is released under a modified BSD license. Chow-Liu algorithm for learning tree-structured BNs. Chow and Liu, 1968). Learning BNs with context-specific independence. Chickering and al., 1997). Heckerman and al., 2000). Learning MNs from DNs. BN structure learning of compact arithmetic circuits. Lowd and Domingos, 2008). MN structure learning of compact arithmetic circuits. Lowd and Rooshenas, 2013). Meila and Jordan, 2000). For c...

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Introducing Oml, a Small OCaml Library for Numerical Computing · Hammer Lab

http://www.hammerlab.org/2015/08/11/introducing-oml-a-small-ocaml-library-for-numerical-computing

We're a lab within the Icahn Institute. Introducing Oml, a Small OCaml Library for Numerical Computing. We’d like to announce a library, Oml. That is a small attempt to fulfill a big need: numerical computing in OCaml. For a long time, people have been successfully using OCaml for numerical work, and many libraries have been written that either wrap existing functionality:. For vector, matrices and linear algebra routines,. For solving numerical optimizations,. For Support Vector Machines,. The second ne...

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libra.cs.uoregon.edu

The Libra Toolkit

Libra was written by Daniel Lowd. And Amirmohammad (Pedram) Rooshenas. Libra is released under a modified BSD license. Chow-Liu algorithm for learning tree-structured BNs. Chow and Liu, 1968). Learning BNs with context-specific independence. Chickering and al., 1997). Heckerman and al., 2000). Learning MNs from DNs. BN structure learning of compact arithmetic circuits. Lowd and Domingos, 2008). MN structure learning of compact arithmetic circuits. Lowd and Rooshenas, 2013). Meila and Jordan, 2000). For c...

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