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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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Chapter 2 | TFP | nbconvert reports "You can't use `macro parameter character #' in restricted horizontal mode."
#467
bridgeland
opened
5 years ago
0
Chapter 1 | TFP | alert-success box not handled by nbconvert
#466
bridgeland
opened
5 years ago
0
Chapter 1 | TFP | nbconvert reports "Erroneous nesting of equation structures"
#465
bridgeland
opened
5 years ago
0
Chapter 2: typo
#464
ricardoV94
opened
5 years ago
0
Update params for HMC step size
#463
mikeshwe
closed
5 years ago
1
Chapter 2 Normal Distribution
#462
MinTTT
opened
5 years ago
0
Updates to make notebook runnable and fix deprecation warnings
#461
hsm207
opened
5 years ago
0
add extension to two switchpoints in PyMC3
#460
marshallm94
opened
5 years ago
0
Fix deprecation warning
#459
hsm207
closed
5 years ago
1
Renames Chapter 3 variables from "p1 and p2" to "p0 and p1" to keep syntax consistent
#458
Alescontrela
opened
5 years ago
0
Fix HMC error for Cheating Students example
#457
mikeshwe
closed
5 years ago
1
Ch. 3 correction: MCMC *not* exploring the space well likely exhibits high autocorr.
#456
voberoi
closed
5 years ago
1
Add seaborn and tensorflow to requirements.txt
#455
austinbrian
opened
5 years ago
0
Logistic Example
#454
bluesky314
opened
5 years ago
3
A/B Testing Joint Explanation
#453
bluesky314
opened
5 years ago
1
GPU/Graph for MCMC sampling on Tensorflow
#452
bluesky314
opened
5 years ago
0
Questions about content and TF
#451
bluesky314
opened
5 years ago
2
Improve convergence on MCMC for Challenger example.
#450
mikeshwe
closed
5 years ago
1
Fix small typo in initialisation of exp_y_
#449
jpz
closed
5 years ago
0
Chapter 1 | TFP | Missing parameter
#448
paegodu
closed
5 years ago
3
Is there an expected port for TensorFlow 2.0 and/or PyMC4?
#447
jolespin
opened
5 years ago
8
Chapter 2 TFP. make_simple_step_size_update_policy requires positional argument (doesn't run on colab)
#446
Liviodl
opened
5 years ago
6
Chapter 1 | TFP Version | Can't run
#445
naefl
closed
5 years ago
2
Ch.3|About the Categorical
#444
leidawt
opened
5 years ago
0
first draft for pymc3, chapter 1 mostly done
#443
ghost
opened
5 years ago
2
Chapter 1 | Mandatory coin-flip mislabeled prior | TFP version
#442
arastuie
opened
5 years ago
1
Support mybinder.org via pymc3, py2
#441
nealmcb
opened
5 years ago
0
How to restore convenient interactive styling, and disable restyling of notebook via ../styles/custom.css?
#440
nealmcb
opened
5 years ago
0
Code clean up
#439
mikeshwe
closed
5 years ago
1
Fixed log-loss latex formula in Chapter 5
#438
chdamianos
closed
5 years ago
4
Modify coin-flip example
#437
mikeshwe
closed
5 years ago
0
TFP versions | working with seeds
#436
Pindar777
opened
5 years ago
0
Chapter 3 | use of tfd.Independend | TFP version
#435
Pindar777
opened
5 years ago
1
Chapter 2 | Challenger Simultation false use of np.ndarray | TFP version
#434
Pindar777
opened
5 years ago
0
Chapter 3 | creating Poisson data N>1 likelihood error | TFP version
#433
Pindar777
opened
5 years ago
1
Chapter 2 | UDF reset_sess | TFP
#432
Pindar777
closed
5 years ago
1
plt.hist: argument 'normed' should be changed into 'density' | all versions and chapters
#431
Pindar777
opened
5 years ago
0
Chapter 1 | sampling from the chain | TFP version
#430
Pindar777
opened
5 years ago
10
Added links to Deepnote
#429
jirkalhotka
opened
5 years ago
1
Chapter 1 | Joint Log Probability defined differently | TFB version
#428
zachlefevre
closed
4 years ago
3
Fixed a couple small typos in Ch.2
#427
erocarrera
closed
5 years ago
1
Issues running sample code in Chapter 1 Introduction:
#426
IvoCrnkovic
opened
5 years ago
5
Modified notebooks to better make use of XLA runtimes
#425
matthew-mcateer
closed
5 years ago
0
Final FINAL modifications to Format
#424
matthew-mcateer
closed
5 years ago
2
Modified typos in several code blocks for plots
#423
matthew-mcateer
closed
5 years ago
2
Updated Challenger Disaster Plot in Chapter 2 (TFP version)
#422
matthew-mcateer
closed
5 years ago
3
Updated Dependencies with note on TFP being in Colab's default runtime
#421
matthew-mcateer
closed
5 years ago
4
Ch2 TFP bug fix: use function argument rather than global variable
#420
sorig
closed
5 years ago
1
Ch2&Ch3 - I got every trace with the number of several times draws
#419
EmpRamses
closed
4 years ago
1
Fix typo
#418
s-mawjee
closed
5 years ago
1
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