mcx | compile probabilistic programs for performant inference | GPU library

by rlouf Python Version: 0.0.1 License: Apache-2.0

X-Ray Key Features Code Snippets Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | mcx Summary

mcx is a Python library typically used in Hardware, GPU applications. mcx has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can install using 'pip install mcx' or download it from GitHub, PyPI.

Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.

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Support

mcx has a low active ecosystem.

It has 297 star(s) with 17 fork(s). There are 16 watchers for this library.

It had no major release in the last 12 months.

There are 21 open issues and 34 have been closed. On average issues are closed in 65 days. There are 5 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of mcx is 0.0.1

Quality

mcx has 0 bugs and 0 code smells.

Security

mcx has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

mcx code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

mcx is licensed under the Apache-2.0 License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

mcx releases are not available. You will need to build from source code and install.

Deployable package is available in PyPI.

Build file is available. You can build the component from source.

Installation instructions are not available. Examples and code snippets are available.

mcx saves you 1843 person hours of effort in developing the same functionality from scratch.

It has 4865 lines of code, 417 functions and 69 files.

It has medium code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed mcx and discovered the below as its top functions. This is intended to give you an instant insight into mcx implemented functionality, and help decide if they suit your requirements.

Generate a sample of random variables
Compile a model into a graph
Validate model arguments
Compile op
Starts warmup
Calculate the Stan - First step
Instantiate a dual averaging scheme
Initialize the Stan warmup state
Sample from the posterior distribution
Find a random variable by name
Check if a node is dangling
Remove dangling nodes from the graph
Return the log probability of the given value
Seed a model
Flatten the log - likelihood of an array
Predict from a prior distribution
Predict from the posterior distribution
Sample from the given rng key
Return a list of states
Calculates the contribution of a log - probability distribution
Unravels a pytree structure
Validates that the variable is a random variable
Sample from the distribution
Return a function that moves the chain using the given function
The online Gelman - Rubin estimator
Merge the given arguments into the model

Get all kandi verified functions for this library.

mcx Key Features

No Key Features are available at this moment for mcx.

mcx Examples and Code Snippets

No Code Snippets are available at this moment for mcx.

Community Discussions

Trending Discussions on mcx

Increment a cell value in a dataframe by the amount written in another dataframe cell

Image not filling the entire div

Need constraints for y position or height when height is unambiguous with stack views in stack views

How to get a default EquivalenceLibrary?

Wrong result computing pi with the Chudnovsky algorithm

Counting similar entries in a column

Create graph from recursive JSON data using apoc.load.json and use UNWIND and FOREACH for setting property

Plotting a interactive plot using dropdown and matplotlib

create dataframe for each value in a list

Fetching data from openWeather api doesent work

QUESTION

Increment a cell value in a dataframe by the amount written in another dataframe cell

Asked 2021-Sep-24 at 09:18

Given source and target dataframes in Pandas, I need to update a column in the target dataframe by an amount specified in a column of the source dataframe, for every match on a key column.

In the example below, the source and target dataframes are RecetteDF and InventaireDF, respectively. The key column common to both is Codes interne. Quantite Reserver in the target has to be incremented with values from Quantite requise from the source on matching key.

I've made it work, but it's really not optimal.

So far my function looks like this:

...

ANSWER

Answered 2021-Sep-24 at 06:54

You can use pandas.merge to pull Quantite requise in from RecetteDF whenever you have a match. The merge should be done using left, so that we preserve rows of InventaireDF even when there is no match. Here is some code that should work:

Source https://stackoverflow.com/questions/69210121

QUESTION

Image not filling the entire div

Asked 2021-Jul-11 at 03:45

I have a div. Inside it, I have an image. The dimension of the image is 540*420. I want the image to completely fill the container div, which is not happening. On the left and right of the image are whitespaces(denoted by pink colour in the image) which I want to remove. Screenshot of my image is:-

My HTML:

...

ANSWER

Answered 2021-Jul-11 at 02:24

You are using classes col-md-6 and col-sm-6. And these classes contain 15px right and left padding rules:

Source https://stackoverflow.com/questions/68332638

QUESTION

Need constraints for y position or height when height is unambiguous with stack views in stack views

Asked 2021-Jun-04 at 13:21

I created a "TitleDetails" view below and I'd like to stack that titleDetails view into another reusable view. There are no errors thrown for the TitleDetails constraints. I'd just like to stack 2 TitleDetails views into a new view.

However, when I do the constraints it appears I need the Y position for height, however the height of titleDetails should be determined by its contents and the space between the two is constrained as well. So I'm not seeing where the ambiguity is coming from.

...

ANSWER

Answered 2021-Jun-04 at 13:21

What you've shown would be very easy to implement via code, rather than XIB files.

However, the reason you're getting the ambiguity is because interface builder cannot determine the intrinsic height as you have designed it.

IF your current implementation gives you the desired layout at run-time, you can get rid of the "ambiguous" errors / warnings by giving your top TitleDetails view a "Placeholder" intrinsic height.

Select the view, and then in the Size Inspector pane:

Source https://stackoverflow.com/questions/67809420

QUESTION

How to get a default EquivalenceLibrary?

Asked 2021-Mar-31 at 10:46

I want to use the BasisTranslator in Qiskit to process my circuit to base gates.

One of the constructor parameters for BasisTranslator is EquivalenceLibrary. I attempted creating a parameter-less EquivalenceLibrary() and pass it to a BasisTranslator, but the code fails, saying it cannot translate gates like MCT or CCX into the default basis.

...

ANSWER

Answered 2021-Mar-31 at 10:46

The easiest way is to leverage the session equivalence library that is included with qiskit (at qiskit.circuit.equivalence_library.SessionEquivalenceLibrary) which is a prebuilt equivalence library which includes all the standard library gates. You can use it with something like:

Source https://stackoverflow.com/questions/66881062

QUESTION

Wrong result computing pi with the Chudnovsky algorithm

Asked 2021-Mar-16 at 06:00

I am trying to compute pi using the Chudnovsky algorithm. I did some research and used BigDecimals. But when I run my code, it gave me wrong value. I checked my code many times, but no improvement was noticed.

...

ANSWER

Answered 2021-Mar-16 at 05:34

You should change

Source https://stackoverflow.com/questions/66649378

QUESTION

Counting similar entries in a column

Asked 2021-Feb-15 at 20:55

Let's say I am counting the surnames in a census as follows:

...

ANSWER

Answered 2021-Feb-15 at 20:55

Use a CTE that returns all the prefixes and their replacements (if any) that you want in the results and join it to the table.
Make all necessary replacements and then group by the resulting surname:

Source https://stackoverflow.com/questions/66214420

QUESTION

Create graph from recursive JSON data using apoc.load.json and use UNWIND and FOREACH for setting property

Asked 2021-Jan-29 at 12:11

I want to create a graph from my recursive JSON file. My JSON data is given below.

...

ANSWER

Answered 2021-Jan-29 at 12:05

I got it solved. This is the query I used :

Source https://stackoverflow.com/questions/65697972

QUESTION

Plotting a interactive plot using dropdown and matplotlib

Asked 2021-Jan-19 at 22:35

Consider the excel file as given:

I want to plot an interactive line plot using the Normalize_Nifty Values for a particular date based on a particular symbol. For this I am using the ipywidgets. I have successfully created a dropdown containing a list of Symbol. Here is the code for the same:

...

ANSWER

Answered 2021-Jan-05 at 03:59

While I was not able to accomplish my task using matplotlib I came across a tutorial for plotly and dash while searching for the answer. There is one such wonderful tutorial here:

Plotly Line Graph Tutorial

Source https://stackoverflow.com/questions/65528763

QUESTION

create dataframe for each value in a list

Asked 2020-Dec-10 at 12:30

I am writing a code for downloading the historical data for multiple stocks. The code is as given:

...

ANSWER

Answered 2020-Dec-10 at 12:30

You would better create a dictionary with stocks as keys. See below:

Source https://stackoverflow.com/questions/65234506

QUESTION

Fetching data from openWeather api doesent work

Asked 2020-Nov-25 at 13:13

I want to fetch two fields of data from the api.Namely:"description" and "temp".Than set the textView res to display thoes two parameters for a city the user enters.But when i hit the Button that is supposed to trigger the jsoup object nothing happens in the app.The textView is not visible.So i dont know if the execution even goes inside the jsonObjectRequest.(BTW: I have added internet permission in the manifest file)

MainAcitivity class:

...

ANSWER

Answered 2020-Nov-25 at 12:33

Create file res/xml/network_security_config.xml like this:

Source https://stackoverflow.com/questions/65002734

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install mcx

You can install using 'pip install mcx' or download it from GitHub, PyPI.
You can use mcx like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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