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Tom Diethe's Projects

autodp icon autodp

autodp: A flexible and easy-to-use package for differential privacy

awful-ai icon awful-ai

😈Awful AI is a curated list to track current scary usages of AI - hoping to raise awareness

dcase_util icon dcase_util

A collection of utilities for Detection and Classification of Acoustic Scenes and Events

distcal icon distcal

Code for the ICML 2019 paper: Distribution Calibration for Regression

dpp-vfx icon dpp-vfx

Experiments for the first very fast and exact DPP sampler (Dereziński M, Calandriello D, Valko M. Exact sampling of determinantal point processes with sublinear time preprocessing. NeurIPS 2019)

edward icon edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

emukit icon emukit

A Python-based toolbox of various methods in uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

gpy icon gpy

Gaussian processes framework in python

hl7-processor icon hl7-processor

Application to parse HL7 data into json, with outputs to various databases/formats (csv, mongodb, pdf output)

huginn icon huginn

Build agents that monitor and act on your behalf. Your agents are standing by!

infer-hmm icon infer-hmm

C# model definition for a hidden Markov model using Infer.NET. This code makes it easy to run approximate Bayesian inference over both the model parameters and states of a hidden Markov model.

milan icon milan

Milan is a Scala API and runtime infrastructure for building data-oriented systems, built on top of Apache Flink.

mpkfda icon mpkfda

Matching Pursuit Kernel Fisher Discriminant Analysis

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