probabilistic-inference
Here are 31 public repositories matching this topic...
Small Variance Asymptotics in Non Parametric Bayesian Clustering
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Oct 10, 2018 - C++
Combined Learning from Demonstration and Motion Planning
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Feb 5, 2019 - MATLAB
Disentangling Sources of Uncertainty for Active Exploration (Reinforcement Learning)
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Dec 16, 2019 - MATLAB
A Simple Probabilistic Program Inference Tool Supporting Loops
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Jan 14, 2020 - Haskell
R package for context-specific functionality analysis of metabolic gene clusters
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Feb 24, 2020 - R
archived content from probabilistic learning course
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Apr 11, 2020 - TeX
Built an AI that utilized reinforcement learning to both generate and play the classic minesweeper game
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Aug 14, 2020 - Jupyter Notebook
Implementation of CogSci 2019 paper 'Active physical learning via reinforcement learning'
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Jun 2, 2021 - Python
A scalable and accurate probabilistic network configuration analyzer verifying network properties in the face of random failures.
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Jul 12, 2021 - Python
Code for the paper "ILStrudel : Independence Based Learning of Structured-Decomposable Probabilistic Circuit Ensembles" accepted at the TPM Workshop, UAI'21
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Aug 20, 2021 - Julia
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Sep 1, 2021 - C++
Mode remaining active learning for multimodal dynamical systems in TensorFlow/GPflow.
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May 31, 2022 - Python
Stash of some of the most potent research papers, blogs and videos on AI which I liked.
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Jan 26, 2023
This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and multivariate) and use (1) Bayesian framework, (2) Pyomo package, (3) Genetic algorithm with local search, and (4) Pymoo package to find optimum design parameters and minimum energy consumption.
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Mar 15, 2023 - Jupyter Notebook
Simultaneous State Estimation and Dynamics Learning from Indirect Observations.
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Apr 4, 2023 - Julia
A Benchmarking Suite for Probabilistic Inference Frameworks 📊🔍 Developed at IFIS, University of Lübeck
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Apr 14, 2023 - Java
Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesian Computation
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Apr 28, 2023 - Julia
PyTorch implementation for "Long Horizon Temperature Scaling", ICML 2023
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May 31, 2023 - Python
ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.
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Jun 15, 2023 - Python
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