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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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Updated variables and outputs in Chapter 4
#417
matthew-mcateer
closed
5 years ago
1
Minor Stylistic Changes and Link Corrections for Chapters 2, 4, and 6
#416
matthew-mcateer
closed
5 years ago
2
Created TFP Implementation of Chapter 6
#415
matthew-mcateer
closed
5 years ago
2
Added TFP Versions of Several Chapters
#414
matthew-mcateer
closed
5 years ago
1
Made Colab links automatically reflect Github repo contents
#413
matthew-mcateer
closed
5 years ago
0
Chapter 5 - Implementing optimal solution for Dark Worlds problem
#412
ysgit
opened
5 years ago
0
chapter 5 - fix bug in main score for multiple halos
#411
ysgit
opened
5 years ago
0
print() is a function in Python 3
#410
cclauss
opened
5 years ago
0
Deleted unused references in Ch2 and re-numbered the ones used
#409
matthew-mcateer
closed
5 years ago
1
Added Tensorflow Probability Implementation of Chapter 2
#408
matthew-mcateer
closed
5 years ago
1
Improved Integration with Google Colab
#407
matthew-mcateer
closed
5 years ago
2
【naming mistake of a variable】Ch1_Introduction_TFP.ipynb
#406
hellocybernetics
closed
5 years ago
2
Update installation instructions to include fortran compiler dependency
#405
cboddy
opened
5 years ago
2
Added Chapter 4 in Tensorflow Probability
#404
matthew-mcateer
closed
5 years ago
7
replace axes.color_cycle with axes.prop_cycle
#403
michrzan
opened
5 years ago
0
change x to be the same size for plot
#402
paddyroddy
opened
5 years ago
0
Chapter 1 Exercise 1.7.2
#401
Timothysit
opened
5 years ago
2
Ch1_Introduction_PyMC3.ipynb
#400
Chetanbuye12
opened
5 years ago
0
Added Tensorflow Probability Example
#399
matthew-mcateer
closed
5 years ago
9
Chapter 5 bandits strategies
#398
gustavosantos
opened
5 years ago
0
Chapter 4 Hierarchical linear regression error
#397
chdamianos
opened
5 years ago
2
Chpt3 Explanation of MCMC description misleading
#396
bjornsturmberg
opened
5 years ago
2
axes.color_cycle deprecated in matplotlib 2.2.0
#395
cdabella
closed
3 years ago
3
Online machine learning for a/b testing
#394
paulpach
closed
6 years ago
1
Using this example in place of the texting example
#393
CamDavidsonPilon
opened
6 years ago
0
Chapter 2: the variable name "occurrences" can be misleading
#392
edoven
opened
6 years ago
0
Chapter2_pymc2 does not work with the latest numpy
#391
tushuhei
opened
6 years ago
3
Fixing the deprecated API calls
#390
jamescategory
opened
6 years ago
0
Notebook hangs
#389
ghost
closed
6 years ago
4
removed an uneccessary for loop
#388
jb--
closed
6 years ago
1
Work in progress -- updates for 2018
#387
mehemken
opened
6 years ago
5
Fix image location and some typos in Chapter 2
#386
aliakbars
opened
6 years ago
0
Capter 5 module 'pymc3.variational' has no attribute 'advi'
#385
yuliang0225
closed
6 years ago
8
replacement for ystockquote
#384
bicepjai
opened
6 years ago
1
[TYPO] Wrong reference to image
#383
drorata
opened
6 years ago
0
[TYPO] expected_revenue is defined and not used
#382
drorata
opened
6 years ago
1
Chapter 7 Progress
#381
tigershen23
opened
6 years ago
4
Chapter 2 Improper testval for true_answers
#380
activatedgeek
opened
6 years ago
0
Privacy Algorithm implementation in Ch2_MorePyMC_PyMC3
#379
njordhov
opened
6 years ago
0
Difficulty understanding: prior and posterior values of λ1 and λ2 in Chapter 1
#378
golergka
opened
6 years ago
0
fail to install requirements
#377
OmriTreidel
opened
6 years ago
4
Chapter 4 Notebook - NotJSONError
#376
tra0x
closed
6 years ago
2
Remove JSON syntax error
#375
rpazuki
closed
6 years ago
2
Typo: ch.4 missing quote esacpe
#374
op8867555
closed
6 years ago
0
Change lambda value to float type for Exponential
#373
CloudandML
closed
6 years ago
0
change 'overestimate' to 'underestimate'
#372
Edderic
closed
6 years ago
3
Code execution takes too much time
#371
generall
opened
6 years ago
0
Fix Typo in title
#370
damnMeddlingKid
closed
6 years ago
1
In Ch2_MorePyMC_PyMC3 Ln[11], running "lambda_1.random()[0]", got "IndexError: too many indices for array"
#369
gaoleihlj
opened
6 years ago
2
Change Latter -> Later
#368
kellenlask
closed
6 years ago
1
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