dpdp | full training and testing pipeline | Machine Learning library

by wouterkool Python Version: Current License: MIT

X-Ray Key Features Code Snippets Community Discussions(4)Vulnerabilities Install Support

kandi X-RAY | dpdp Summary

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

See below for the full training and testing pipeline, including shortcuts. The shortest path to results is to generate/download (test-)instances, download heatmaps and run DPDP. All data related to this repository can be found here. For TSP, we only provide instructions using the pre-trained model or downloading the heatmaps directly. For data/instructions for training the TSP model we refer to graph-convnet-tsp.

Support

Quality

Security

License

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Support

dpdp has a low active ecosystem.

It has 65 star(s) with 11 fork(s). There are 3 watchers for this library.

It had no major release in the last 6 months.

There are 3 open issues and 3 have been closed. On average issues are closed in 150 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of dpdp is current.

Quality

dpdp has no bugs reported.

Security

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

License

dpdp 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

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

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

Installation instructions, examples and code snippets are available.

Top functions reviewed by kandi - BETA

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

Plot MV grid .
Get a networkx graph .
Generate the network .
Processes a batch of nodes .
Evaluate a network .
Gets the mask for a node .
Trains one epoch .
Filter out feasible expansion .
Update the beam .
Updates the mask based on the mask .

Get all kandi verified functions for this library.

dpdp Key Features

No Key Features are available at this moment for dpdp.

dpdp Examples and Code Snippets

No Code Snippets are available at this moment for dpdp.

Community Discussions

Trending Discussions on dpdp

Prolog query in python program not returning correct answers

X710 (i40e) NIC DPDK bind Error in centos 7.3

Load dataframe columns from CSV as strings only

error: expected ‘=’, ‘,’, ‘;’, ‘asm’ or ‘__attribute__’ before ‘:’ token

QUESTION

Prolog query in python program not returning correct answers

Asked 2019-May-17 at 12:50

I am making an expert system in python having a GUI. For that, I have integreted swi-prolog in python using the pyswip library. In the GUI, user selects several values from drop downs (OptionMenu in python). When the variables holding these selected values are passed into the prolog query, " [] " is returned. However, if instead of the variables, the values(symptoms in this case) are hard coded into the prolog query below, it works fine.

...

ANSWER

Answered 2019-May-17 at 12:50

When the variables holding these selected values are passed into the prolog query, " [] " is returned. However, if instead of the variables, the values(symptoms in this case) are hard coded into the prolog query below, it works fine.

You are passing the literal query "telldisease(X,s1,s2,s3,s4).", but you want to interpolate the values of s1, s2, s3 and s4 into the query string; this can be done e. g. with %-formatting:

Source https://stackoverflow.com/questions/56184724

QUESTION

X710 (i40e) NIC DPDK bind Error in centos 7.3

Asked 2018-Jun-04 at 18:53

When I use dpdk-devbind.py to bind a port of Network port of X710. I get error:

Error: bind failed for 0000:20.00.0 - Cannot bind to driver uio_pci_generic. Error: unbind failed for 0000:20:00.0 - Cannot open /sys/bus/pci/drivers//unbind

The command was run by root user. Linux version is: 3.10.0-693.21.1.el7.x86_64. It is run in CentOS 7.3.

Same haredware, same command run in CentOS 7 (Linux: 3.10.0-123.el7.x86_64), the bind work well.

In addition, CentOS 7.3 with Intel X520 work well with dpdk.

Something else: before bind command from dpdp, in CentOS 7, ifconfig cannot view i40e port. but in CentOS 7.3, it can see the ports.

Looks like Linux Kernel problem, but when I upgrade kernel to 4.16 (mainline) or 4.4 (longterm), I get ERST: cannot request mem error. Anything else I can try?

...

ANSWER

Answered 2018-Jun-04 at 18:53

you should bind with igb_uio , generic is not supported for this type of intel controller.

Source https://stackoverflow.com/questions/49933914

QUESTION

Load dataframe columns from CSV as strings only

Asked 2018-Mar-23 at 04:28

I need to convert all columns of a csv file into str while reading with Pandas in python. What is the most efficient way to write this code?

...

ANSWER

Answered 2018-Mar-23 at 04:23

You can call astype on the whole dataframe at once:

df.astype(str)

Source https://stackoverflow.com/questions/49442289

QUESTION

error: expected ‘=’, ‘,’, ‘;’, ‘asm’ or ‘__attribute__’ before ‘:’ token

Asked 2017-Oct-23 at 08:03

I am trying to run this code by making separate header file. But first of all I am trying to build the header file in Code Blocks. But I get a number of these errors. Is there some syntax error or some other error?

https://codereview.stackexchange.com/questions/116345/skip-list-implementation?newreg=0efcfbee15fc49ec967da28a0952abd6

Error: /DPDP/Skip_List/main.c|3|error: expected ‘=’, ‘,’, ‘;’, ‘asm’ or ‘attribute’ before ‘:’ token

...

ANSWER

Answered 2017-Oct-23 at 08:03

You are trying to compile C++ code as C. C and C++ are different languages, and your C compiler is complaining about C++-specific syntax.

Try compiling the code as C++. For most compilers it should be sufficient to rename your file main.cpp.

Source https://stackoverflow.com/questions/46884353

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

Vulnerabilities

No vulnerabilities reported

Install dpdp

It is recommended to use Anaconda and install PyTorch with the right cudatoolkit and install CuPy and PyTorch scatter with the same cuda toolkit versions:.
If generating instances fails, you can download the datasets from the folder data in here. The files should be saved as data/{tsp|vrp}/{dataset_name}.pkl. This can be done using the below commands.
Example solutions can be downloaded from the folder results in here and should be saved in results/vrp/{dataset_name}/{filename}.pkl, which can be achieved using below commands.
The heatmaps can also be downloaded for the validation and test sets.

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 .

Find more information at: