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CamDavidsonPilon
/
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/
MIT License
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[Feature Request] Add new TFP syntax: JointDistribution*{AutoBatched}
#517
phineas-pta
closed
1 year ago
0
Ch 5 Dark World, Text equation uses min by code uses max
#516
ZachariahRosenberg
closed
9 months ago
1
Fix interval computation in TFP sorting example
#515
btlorch
opened
3 years ago
0
In "Ch2_MorePyMC_PyMC3" under "Including observations in the Model" section
#514
doh-wrong-button
opened
3 years ago
0
Trying to run code on the pymc/pymc3 Docker image
#513
RWilsker
opened
3 years ago
0
Update README.md
#512
vikashchand
closed
1 year ago
0
Fix showcase_loss text definition
#511
MarcoGorelli
closed
3 years ago
2
Fix frequentist's guess
#510
MarcoGorelli
closed
3 years ago
1
Fixed #395
#509
maycownd
closed
3 years ago
1
My project
#508
king-005
closed
3 years ago
0
Hi
#507
king-005
closed
3 years ago
0
Adding port to Pyro - Chapter 1
#506
ucals
closed
3 years ago
1
AttributeError: module 'tensorflow' has no attribute 'contrib'
#505
natefrisch01
opened
4 years ago
8
ValueError: num must be 1 <= num <= 20, not 21
#504
tehreemnaqvi
opened
4 years ago
8
Ch1 TFP: Specify the posterior sampler
#503
Bazman76
opened
4 years ago
0
Ch2 TFP - AttributeError: module 'tensorflow' has no attribute 'contrib'
#502
RyanMarten
closed
4 years ago
1
pymc doesn't work for 3.7; I think we need pymc3
#501
dleybz
opened
4 years ago
0
Incorrect or ambiguous sentence in Ch. 1
#500
cmencar
opened
4 years ago
0
switch point with different distribution
#499
rizman18
opened
4 years ago
0
Probabilistic programming and Bayesian methods for hackers
#498
binyaz
closed
4 years ago
0
'normed' property replaced with 'density' in plt.hist
#497
sevgiozturk
opened
4 years ago
0
Update Ch1_Introduction_PyMC3.ipynb
#496
sevgiozturk
closed
4 years ago
2
Chapter 2 using default random() makes error
#495
utt54321
opened
4 years ago
0
Autocorrelation shown for differing lags is not statistical correlation?
#494
lemonad
opened
4 years ago
0
normed option in plt.hist is deprecated
#493
ecotner
opened
4 years ago
0
[Typo fix] Replace tau with t
#492
ian-whitestone
closed
4 years ago
1
do you have code for Bayesian classifier for categorical data?
#491
Sandy4321
opened
4 years ago
0
Updated 'normed' to 'density'
#490
azdaly
opened
4 years ago
1
Update to TF2, plus other refactorings
#489
mikeshwe
closed
4 years ago
3
Chapter 4 indicator function - fix probability calculation
#488
nstjhp
closed
4 years ago
1
Chap2, Poisson from data rate issue
#487
AliMoallemi
opened
4 years ago
0
Chapter 2: deterministic variable name fixed
#486
a-n-ermakov
opened
4 years ago
1
update stock quote example
#485
mikeshwe
closed
4 years ago
0
bibtex citation for this repo
#484
sebalander
opened
4 years ago
0
Bug fix: Ch2 Example: Cheating among students
#483
FangyangJz
opened
4 years ago
0
Global refactoring
#482
mikeshwe
closed
4 years ago
2
global re-factoring
#481
mikeshwe
closed
4 years ago
0
installation in python 3
#480
lscarmic
opened
4 years ago
0
Minor code cleanup
#479
mikeshwe
closed
4 years ago
1
Fix Typo in Code
#478
d84-n1nj4
opened
4 years ago
1
Chapter1/Introduction port to Gen (Julia)
#477
ghost
opened
4 years ago
0
Upgrades to exponential landscape,...
#476
mikeshwe
closed
4 years ago
1
Syntax for tensorflow probability 0.70
#475
cc20002002
opened
4 years ago
0
update for deprecation msg, cleanup prediction
#474
mikeshwe
closed
4 years ago
0
Fix Poisson landscape, gaussian mixture plots
#473
mikeshwe
closed
4 years ago
1
Chapter 3 (TFP) joint log probability calculation issue
#472
mvuksano
opened
5 years ago
0
Chapter 1: "Debugging tests"
#471
Izhaki
opened
5 years ago
0
fix broken cell
#470
phosgene89
opened
5 years ago
0
Updates to HMC parameters
#469
mikeshwe
closed
5 years ago
1
Update params for HMC step size
#468
mikeshwe
closed
5 years ago
0
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