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Engineering PyMC3 models into production ML systems
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7
|
1266
|
May 18, 2021
|
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Theano Op using JAX for lightning-fast ODE inference
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4
|
2558
|
April 26, 2021
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PyMC3+ArviZ: improve your workflow with labeled coords and dims
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20
|
5272
|
April 5, 2021
|
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Recommendations for good electronic health records (EHR) papers using Bayesian models?
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0
|
447
|
March 27, 2021
|
|
Introduction to Bayesian Q-Learning
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4
|
1555
|
December 16, 2020
|
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Custom likelihood functions with DensityDist
|
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1
|
728
|
December 9, 2020
|
|
LittleMCMC — A Standalone HMC and NUTS Sampler in Python
|
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0
|
751
|
October 12, 2020
|
|
Using FEniCS PDE solver together with PyMC3
|
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6
|
1286
|
September 1, 2020
|
|
List of blogs from core devs?
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4
|
803
|
July 12, 2020
|
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Example notebook for truncated regression
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6
|
1503
|
April 27, 2020
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|
Bayesian Methods for Modeling Field Goals in NFL Football
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0
|
646
|
January 10, 2020
|
|
A free online course on Probabilistic Programming and PyMC3
|
|
1
|
1206
|
December 13, 2019
|
|
Bayesian Modeling of NFL Football Fourth Down Attempts with PyMC3
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|
1
|
719
|
December 12, 2019
|
|
Hierarchical logistic regression
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|
17
|
4237
|
October 28, 2019
|
|
Podcast to learn Bayesian statistics
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0
|
796
|
October 24, 2019
|
|
Looking for a tutor for straight forward Bayesian Regression + PyMC3
|
|
2
|
1036
|
October 9, 2019
|
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Design of PyMC4 and PPL frameworks
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|
1
|
714
|
October 4, 2019
|
|
Imputing Missing Spins (Andrew's Spinner/Rethinking)
|
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0
|
403
|
October 1, 2019
|
|
Some notes on shape handling
|
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0
|
549
|
September 4, 2019
|
|
A Comparison of Probabilistic Programming APIs
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|
0
|
542
|
July 24, 2019
|
|
Ohlssen, et al. paper in DPMM notebook
|
|
2
|
619
|
June 27, 2019
|
|
Introduction to Probabilistic Programming
|
|
0
|
557
|
June 9, 2019
|
|
My first publication with PyMC3
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|
7
|
910
|
May 30, 2019
|
|
Learn Core Concepts of Bayesian Data Analysis
|
|
0
|
589
|
May 13, 2019
|
|
Prior propagation by nonparametric copulas
|
|
0
|
1113
|
April 26, 2019
|
|
Probabilistic forecast of European elections in France
|
|
8
|
895
|
April 16, 2019
|
|
Gaussian processes
|
|
0
|
516
|
March 14, 2019
|
|
Tacking ISRS onto SVGD
|
|
2
|
731
|
February 23, 2019
|
|
Stochastic Process Calibration using Bayesian Inference & Probabilistic Programs
|
|
2
|
1147
|
February 21, 2019
|
|
Intro Bayesian Regression using HMC & ADVI
|
|
4
|
1477
|
January 18, 2019
|