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JW's Projects

bayesianpy icon bayesianpy

A Python SDK for building, training and querying Bayesian networks (a.k.a. belief networks), from a machine learning perspective. This wraps the BayesServer Java API.

deepdb-public icon deepdb-public

Implementation of DeepDB: Learn from Data, not from Queries!

dice icon dice

Exact inference for discrete probabilistic programs. (Research code, more documentation and ergonomics to come)

factorjoin icon factorjoin

A new cardinality estimation scheme for join query estimation

libdai icon libdai

A free and open source C++ library for Discrete Approximate Inference in graphical models

sppl icon sppl

Probabilistic programming system for fast and exact symbolic probabilistic inference

verdict icon verdict

Interactive-Speed Analytics: 200x Faster, 200x Fewer Cluster Resources, Approximate Query Processing

webppl icon webppl

Probabilistic programming for the web

xdb icon xdb

An approXimate DB that supports online aggregation queries

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