ais | Annealed Importance Sampling for generative models | Machine Learning library

by jiamings Python Version: Current License: No License

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

kandi X-RAY | ais Summary

ais is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. ais has no bugs, it has no vulnerabilities and it has high support. However ais build file is not available. You can download it from GitHub.

Annealed Importance Sampling (AIS) for generative models.

Support

Quality

Security

License

Reuse

Support

ais has a highly active ecosystem.

It has 14 star(s) with 7 fork(s). There are 2 watchers for this library.

It had no major release in the last 6 months.

ais has no issues reported. There are no pull requests.

It has a positive sentiment in the developer community.

The latest version of ais is current.

Quality

ais has 0 bugs and 0 code smells.

Security

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

ais code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

ais does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

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

ais has no build file. You will be need to create the build yourself to build the component from source.

It has 171 lines of code, 20 functions and 3 files.

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

Top functions reviewed by kandi - BETA

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

Calculate the AIS
Simulate the velocity
Simulate the hmc_hastings
Calculate hmc updates
Energy function
Computes the log of the f_f_i
Compute the logarithm of x
Computes the metropolis HSTings accept
Computes the hamiltonian function for a given function
Computes the kinetic energy of v
Calculate a schedule

Get all kandi verified functions for this library.

ais Key Features

No Key Features are available at this moment for ais.

ais Examples and Code Snippets

No Code Snippets are available at this moment for ais.

Community Discussions

Trending Discussions on ais

Take the letter that comes first in the alphabet (in R)

Document AI process document fails with invalid argument when processing docs from GCS

JupyterLab TensorFlow 2.3 Build Failed with 524

How to add custom component to Elyra's list of available airflow operators?

ModuleNotFoundError: No module named 'milvus'

ValueError: Input 0 of layer sequential is incompatible with the layer: expected ndim=4, found ndim=3. Full shape received: (None, 28, 28)

_InactiveRpcError while querying Vertex AI Matching Engine Index

java.lang.reflect.InaccessibleObjectException: Unable to make field private final java.util.Comparator java.util.TreeMap.comparator accessible:module

In Java, how can I play a sound for a given period?

How to save 4d ndarray to image files

QUESTION

Take the letter that comes first in the alphabet (in R)

Asked 2022-Mar-26 at 10:35

In the following dataframe df,

...

ANSWER

Answered 2022-Mar-26 at 10:19

You can use the apply statement to apply the min function to each row and then assign its output to a new column:

Source https://stackoverflow.com/questions/71627122

QUESTION

Document AI process document fails with invalid argument when processing docs from GCS

Asked 2022-Mar-15 at 03:52

I am getting an error very similar to the below, but I am not in EU: Document AI: google.api_core.exceptions.InvalidArgument: 400 Request contains an invalid argument

When I use the raw_document and process a local pdf file, it works fine. However, when I specify a pdf file on a GCS location, it fails.

Error message:

...

ANSWER

Answered 2022-Mar-15 at 03:52

This is a known issue for Document AI, and is already reported in this issue tracker. Unfortunately the only workaround for now is to either:

Download your file, read the file as bytes and use process_documents(). See Document AI local processing for the sample code.
Use batch_process_documents() since by default is only accepts files from GCS. This is if you don't want to do the extra step on downloading the file.

Source https://stackoverflow.com/questions/71474905

QUESTION

JupyterLab TensorFlow 2.3 Build Failed with 524

Asked 2022-Mar-02 at 16:51

I created a new notebook in Google Cloud Vertex-AI that has the following properties:

When I open the notebook, I am prompted by the following message:

After some time, I get the following error message:

...

ANSWER

Answered 2022-Mar-02 at 16:51

To answer your question and to be use as a workaround, you should using the following command (as show on the error commit about this issue):

Source https://stackoverflow.com/questions/71265480

QUESTION

How to add custom component to Elyra's list of available airflow operators?

Asked 2022-Feb-21 at 15:16

Trying to make my own component based on KubernetesPodOperator. I am able to define and add the component to the list of components but when trying to run it, I get:

Operator 'KubernetesPodOperator' of node 'KubernetesPodOperator' is not configured in the list of available operators. Please add the fully-qualified package name for 'KubernetesPodOperator' to the AirflowPipelineProcessor.available_airflow_operators configuration.

and error:

...

ANSWER

Answered 2022-Feb-21 at 15:16

The available_airflow_operators list is a configurable trait in Elyra. You’ll have to add the fully-qualified package name for the KubernetesPodOperator to this list in order for it to create the DAG correctly.

To do so, generate a config file from the command line with jupyter elyra --generate-config. Open the created file and add the following line (you can add it under the PipelineProcessor(LoggingConfigurable) heading if you prefer to keep the file organized):

Source https://stackoverflow.com/questions/71113714

QUESTION

ModuleNotFoundError: No module named 'milvus'

Asked 2022-Feb-15 at 19:23

Goal: to run this Auto Labelling Notebook on AWS SageMaker Jupyter Labs.

Kernels tried: conda_pytorch_p36, conda_python3, conda_amazonei_mxnet_p27.

...

ANSWER

Answered 2022-Feb-03 at 09:29

I would recommend to downgrade your milvus version to a version before the 2.0 release just a week ago. Here is a discussion on that topic: https://github.com/deepset-ai/haystack/issues/2081

Source https://stackoverflow.com/questions/70954157

QUESTION

ValueError: Input 0 of layer sequential is incompatible with the layer: expected ndim=4, found ndim=3. Full shape received: (None, 28, 28)

Asked 2022-Jan-28 at 16:50

I am doing an AI with an interface, using Tensorflow and Flask. I have the following code hosted on PythonAnywhere:

...

ANSWER

Answered 2022-Jan-28 at 09:43

I think if you reshape your image to be 4D, you should be good to go. So, after image = np.expand_dims(image, axis=0), just run image = image.reshape(image.shape + (1,)):

Source https://stackoverflow.com/questions/70890894

QUESTION

_InactiveRpcError while querying Vertex AI Matching Engine Index

Asked 2022-Jan-28 at 04:52

I am following the example notebook as per GCP docs to test Vertex Matching Engine. I have deployed an index but while trying to query the index I am getting _InactiveRpcError. The VPC network is in us-west2 with private service access enabled and the Index is deployed in us-central1. My VPC network contains the pre-populated firewall rules.

Index

...

ANSWER

Answered 2021-Nov-30 at 17:27

Currently, Matching Engine only supports Query from the same region. Can you try running the code from VM in us-central1.

Source https://stackoverflow.com/questions/70173096

QUESTION

java.lang.reflect.InaccessibleObjectException: Unable to make field private final java.util.Comparator java.util.TreeMap.comparator accessible:module

Asked 2022-Jan-19 at 19:22

This is my first cucumber project and i followed a tutorial when setting everything up. It all seems to be the same but for some reason i get this:

java.lang.ExceptionInInitializerError. Caused by: java.lang.reflect.InaccessibleObjectException: Unable to make field private final java.util.Comparator java.util.TreeMap.comparator accessible: module java.base does not "opens java.util" to unnamed module @74ad1f1f

Any idea how to solve this error ?

Below i have posted everything that comes out in my console as well as my pom file in case there is an issue with my dependencies eventhough the guy from the tutorial's pom file is identical.

This is everything that comes out in my Console.

...

ANSWER

Answered 2022-Jan-19 at 19:22

I solved my problem. Turns out the JRE that eclipse had automatically downloaded and was using wasn't compatible with this version of cucumber. I manually changed the path to a jre 1.8 that i had in my ProgramFilex(x86)/Java folder and now everything works fine.

Source https://stackoverflow.com/questions/70756414

QUESTION

In Java, how can I play a sound for a given period?

Asked 2021-Dec-24 at 22:02

My target is to play a given sound or music for a given second, but the music file is actually longer than the given seconds. i.e. the file is 2 min 32 seconds long but only required to play 16 seconds. My design of player part is:

...

ANSWER

Answered 2021-Dec-24 at 22:02

Theoretically, if I understand the question right, you can just call stop() after x seconds when you call play()

Source https://stackoverflow.com/questions/70476598

QUESTION

How to save 4d ndarray to image files

Asked 2021-Dec-21 at 23:42

I have the following python code that downloads a set of images to train a model with...

...

ANSWER

Answered 2021-Dec-21 at 22:56

as soon as I asked I found the answer... the last line needs to look like this:

Source https://stackoverflow.com/questions/70442411

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

Vulnerabilities

No vulnerabilities reported

Install ais

You can download it from GitHub.
You can use ais 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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