CRSLab | source toolkit for building Conversational Recommender | Machine Learning library

by RUCAIBox Python Version: 0.1.2.0 License: MIT

X-Ray Key Features Code Snippets Community Discussions(1)Vulnerabilities Install Support

kandi X-RAY | CRSLab Summary

CRSLab is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. CRSLab 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 CRSLab' or download it from GitHub, PyPI.

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CRSLab has a low active ecosystem.

It has 393 star(s) with 89 fork(s). There are 14 watchers for this library.

It had no major release in the last 12 months.

There are 4 open issues and 37 have been closed. On average issues are closed in 106 days. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of CRSLab is 0.1.2.0

Quality

CRSLab has 0 bugs and 0 code smells.

Security

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

CRSLab code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

CRSLab is licensed under the MIT License. This license is Permissive.

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

Reuse

CRSLab releases are available to install and integrate.

Deployable package is available in PyPI.

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

Installation instructions, examples and code snippets are available.

It has 7304 lines of code, 525 functions and 116 files.

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

Top functions reviewed by kandi - BETA

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

Perform batchification
Merge a list of utterances
Add start and end tokens to vec
Create a tensor from a list of items
Runs the CRSlab training
Return the dataloader class
Return a Dataset instance
Forward a query
R Return the nearf
Convert a batch of convolution tokens into a batch
Forward computation
Compute interaction context
Perform forward attention
Convert a batch of examples into a single batch
Loads the data
Interactively interactively
Compute the attention matrix
Helper function for decoding beam search
Generate the context of a batch
Forward computation
Decode beam search
Convert recursively into a single batch
Forward attention
Convenience function to run the Converse operator
Pack a request into memory
Prepare a batch of convolution spans

Get all kandi verified functions for this library.

CRSLab Key Features

No Key Features are available at this moment for CRSLab.

CRSLab Examples and Code Snippets

No Code Snippets are available at this moment for CRSLab.

Community Discussions

Trending Discussions on CRSLab

error in projecting a shapefile from epsg:4326 to epsg:32056

QUESTION

error in projecting a shapefile from epsg:4326 to epsg:32056

Asked 2019-Apr-23 at 09:02

I have been trying to change the projection of Shapefile from one coordinate reference system to other. The shapefile I have used has EPSG:4326 as its reference system and I need to change it to EPSG:32056. I am using Geotools API-20.0 for the same.

I have already tried various methods available in the geotools like using ReprojectingFeatureCollection, use of JTS, use of Query API to convert the shapefile directly to the other coordinate reference system

...

ANSWER

Answered 2019-Apr-23 at 09:02

When I try this (with v22.x) all I get is an error as too many points are outside the valid projection error. This is because you are taking a map of the world and reprojecting it to a CRS designed for Wyoming.

It seems that ESRI are being "helpful" and clipping your output to the area of validity (assuming you meant something other than EPSG:32056). GeoTools assumes that you know what you are doing and doesn't do that, which is why you have all the countries of the world shown in that map.

Here is the output for just the USA, which suggests that the ESRI image you show is a different projection again (look at the 49th parallel).

Source https://stackoverflow.com/questions/55763620

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

Vulnerabilities

No vulnerabilities reported

Install CRSLab

CRSLab works with the following operating systems：. CRSLab requires Python version 3.6 or later. CRSLab requires torch version 1.4.0 or later. If you want to use CRSLab with GPU, please ensure that CUDA or CUDAToolkit version is 9.2 or later. Please use the combinations shown in this Link to ensure the normal operation of PyTorch Geometric.
Linux
Windows 10
macOS X
Use PyTorch Locally Installation or Previous Versions Installation commands to install PyTorch. For example, on Linux and Windows 10:.
Ensure that at least PyTorch 1.4.0 is installed:.
You can install from pip:.

Support

Please let us know if you encounter a bug or have any suggestions by filing an issue. We welcome all contributions from bug fixes to new features and extensions. We expect all contributions discussed in the issue tracker and going through PRs. We thank the nice contributions through PRs from @shubaoyu, @ToheartZhang.

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