MIT Probabilistic Computing Project (probcomp)

MIT Probabilistic Computing Project

probcomp

Organization data from Github https://github.com/probcomp

Location:Cambridge, MA

Home Page:http://probcomp.csail.mit.edu

GitHub:@probcomp

MIT Probabilistic Computing Project's repositories

BayesDB

A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself. New implementation in http://github.com/probcomp/bayeslite

Venturecxx

Primary implementation of the Venture probabilistic programming system

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Cloudless

Distributed computational science made easy, in Python

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bdbcontrib

BayesDB contributions, including plotting, helper methods, and examples

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developer

Developer environment for probcomp repos

haxcat

Experimental educational implementation of CrossCat in Haskell

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packaging

Packaging for probcomp software.

probcomp-stack

MIT Probabilistic Computing Project software stack

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curve-fitting

A simple application demonstrating some of the capabilities of the Metaprob probabilistic programming language

nips2017-aide-experiments

Experiments and figure generation for NIPS 2017 paper on AIDE

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parallel_map

Simple parallel mapping utility for Python 3.

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PoseCNN

A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes

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SMC.jl

A Julia implementation of generic sequential Monte Carlo (SMC) and conditional SMC.

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probcomp-ubuntu-keyring

Ubuntu .deb signature keyring

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hs-venture

Experimental rewrite of Venture in Haskell, for me to better understand it

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iventure-aws-lambda

aws lambda integration for iventure

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lein-notebook

jupyter/pyspark-notebook with leiningen and clojure CLI tools

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metaprob-viz

Visualization server for Metaprob

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ppaml-cp5

This is a workspace for ppaml challenge problem 5

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probcomp-acme

Our site ACME configuration for Let's Encrypt certificate issuance.

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ReverseDiff.jl

Reverse Mode Automatic Differentiation for Julia

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TensorFlow.jl

A Julia wrapper for TensorFlow

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vapory

Photo-realistic 3D rendering with Python and POV-Ray

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venture-bql

An example of using the VentureScript extensible syntax to embed BQL and MML

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venture-pre-v1

Experimental Venture-like language with pluggable traces

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