Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

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I'm having a real time trying to get this thing to install in python 3. I'm just installing from requirements.txt into my virtualenv. Is there some secret sauce I'm missing?...

lscarmic

Chapter 1 Exercise 1.7.2

2

In exercise 1.7.2: "What is the expected percentage increase in text-message rates?" `hint:` compute the mean of `lambda_1_samples/lambda_2_samples`. Note that this quantity is very different from `lambda_1_samples.mean()/lambda_2_samples.mean()`. The hint noted...

Timothysit

Fix Typo in Code

1

Fixed Line 1280, the parenthesis was in the incorrect location. Fixed line 1211, no need for the tf.float32 at the end.

d84-n1nj4

Starting an effort to port your fantastic work to [Gen](https://probcomp.github.io/Gen/)

ghost

Questions about content and TF

2

Is the content exactly the same for the TF version as the original. I'm guessing if something cannot yet be done in TF it could have been skipped. There seems...

bluesky314

Thanks very much for putting this book together. It is perhaps one of the very limited resources available online. In tensorflow probability 0.7.0, the use of step size adaption for...

cc20002002

I'm a bit confused about `joint_log_prob` function used in Chapter 3 (Tensorflow Probability). I can see that `rv_prob` is a Uniform random variable from in the range [0, 1]. We...

mvuksano

As a developer, I have no idea what the term "debugging tests" means. There's _debugging_, there are _tests_, but I know not of _debugging tests_ - **Debugging** - launching a...

Izhaki

Code was broken before, this enables the cell to be run. Fixed some typos and added "None" to the function "make_simple_step_size_update_policy()" for the argument "num_adaption_steps", which otherwise returned the error:...

phosgene89

Chapter 2 | TFP | nbconvert reports "You can't use `macro parameter character #' in restricted horizontal mode."

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When converting Chapter 2 TFP to PDF, nbconvert fails, report "You can't use `macro parameter character #' in restricted horizontal mode." ! You can't use `macro parameter character #' in...

bridgeland