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Top 4 probabilistic-inference open source projects
piper
No description or website provided.
✭ 50
C++
CMake
robotics
motion-planning
ros
factor-graphs
probabilistic-inference
trajectory-estimation
gpmp2
steap
KissABC.jl
Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesian Computation
✭ 28
julia
julia-language
statistical-inference
bayesian-inference
bayesian-data-analysis
approximate-bayesian-computation
probabilistic-inference
kissabc
DUN
Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)
✭ 65
Jupyter Notebook
python
machine-learning
deep-learning
reproducible-research
pytorch
uncertainty
neural-networks
expectation-maximization
uncertainty-neural-networks
bayesian-inference
uncertainty-quantification
variational-inference
bayesian-neural-networks
robustness
neural-architecture-search
bayesian-deep-learning
probabilistic-inference
reproducible-paper
probabilistic-neural-network
learnt-depth
network-depths
netdice
A scalable and accurate probabilistic network configuration analyzer verifying network properties in the face of random failures.
✭ 28
python
networking
verification
networks
network-analysis
probabilistic-modeling
probabilistic-inference
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probabilistic-inference projects