مفهوم شبکه 5

منابع:

مفهوم شبکه 5

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:conceptnet5/conceptnet5')

شرح :

\ This dataset is designed to provide training data
for common sense relationships pulls together from various
sources. 

The dataset is multi-lingual. See langauge codes and language info
here: https://github.com/commonsense/conceptnet5/wiki/Languages


This dataset provides an interface for the conceptnet5 csv file, and
some (but not all) of the raw text data used to build conceptnet5:
omcsnet_sentences_free.txt, and omcsnet_sentences_more.txt.

One use of this dataset would be to learn to extract the conceptnet
relationship from the omcsnet sentences.

Conceptnet5 has 34,074,917 relationships. Of those relationships,
there are 2,176,099 surface text sentences related to those 2M
entries.

omcsnet_sentences_free has 898,161 lines. omcsnet_sentences_more has
2,001,736 lines.

Original downloads are available here
https://github.com/commonsense/conceptnet5/wiki/Downloads. For more
information, see: https://github.com/commonsense/conceptnet5/wiki

The omcsnet data comes with the following warning from the authors of
the above site: 

Remember: this data comes from various forms of
crowdsourcing. Sentences in these files are not necessarily true,
useful, or appropriate.

مجوز : این کار شامل داده های ConceptNet 5 است که توسط Commonsense Computing Initiative گردآوری شده است. ConceptNet 5 به صورت رایگان تحت مجوز Creative Commons Attribution-ShareAlike (CC BY SA 3.0) از http://conceptnet.io در دسترس است.

داده‌های ارائه شده توسط مشارکت‌کنندگان در پروژه‌های محاسباتی Commonsense، مشارکت‌کنندگان در پروژه‌های ویکی‌مدیا، DBPedia، OpenCyc، Games with a Purpose، WordNet دانشگاه پرینستون، Open Multilingual WordNet فرانسیس باند، و JMDict جیم برین ایجاد شده‌اند.

مجوزهای مختلف دیگری نیز وجود دارد. ببینید: https://github.com/commonsense/conceptnet5/wiki/Copying-and-sharing-ConceptNet

نسخه : 5.7.0
تقسیم ها :

شکاف	مثال ها
`'train'`	34074917

امکانات :

{
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "full_rel": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "rel": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "arg1": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "arg2": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "lang": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "extra_info": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "weight": {
        "dtype": "float32",
        "id": null,
        "_type": "Value"
    }
}

omcs_sentences_free

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:conceptnet5/omcs_sentences_free')

شرح :

\ This dataset is designed to provide training data
for common sense relationships pulls together from various
sources. 

The dataset is multi-lingual. See langauge codes and language info
here: https://github.com/commonsense/conceptnet5/wiki/Languages


This dataset provides an interface for the conceptnet5 csv file, and
some (but not all) of the raw text data used to build conceptnet5:
omcsnet_sentences_free.txt, and omcsnet_sentences_more.txt.

One use of this dataset would be to learn to extract the conceptnet
relationship from the omcsnet sentences.

Conceptnet5 has 34,074,917 relationships. Of those relationships,
there are 2,176,099 surface text sentences related to those 2M
entries.

omcsnet_sentences_free has 898,161 lines. omcsnet_sentences_more has
2,001,736 lines.

Original downloads are available here
https://github.com/commonsense/conceptnet5/wiki/Downloads. For more
information, see: https://github.com/commonsense/conceptnet5/wiki

The omcsnet data comes with the following warning from the authors of
the above site: 

Remember: this data comes from various forms of
crowdsourcing. Sentences in these files are not necessarily true,
useful, or appropriate.

مجوز : این کار شامل داده های ConceptNet 5 است که توسط Commonsense Computing Initiative گردآوری شده است. ConceptNet 5 به صورت رایگان تحت مجوز Creative Commons Attribution-ShareAlike (CC BY SA 3.0) از http://conceptnet.io در دسترس است.

مجوزهای مختلف دیگری نیز وجود دارد. ببینید: https://github.com/commonsense/conceptnet5/wiki/Copying-and-sharing-ConceptNet

نسخه : 5.7.0
تقسیم ها :

شکاف	مثال ها
`'train'`	898160

امکانات :

{
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "raw_data": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "lang": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}

omcs_sentences_more

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:conceptnet5/omcs_sentences_more')

شرح :

\ This dataset is designed to provide training data
for common sense relationships pulls together from various
sources. 

The dataset is multi-lingual. See langauge codes and language info
here: https://github.com/commonsense/conceptnet5/wiki/Languages


This dataset provides an interface for the conceptnet5 csv file, and
some (but not all) of the raw text data used to build conceptnet5:
omcsnet_sentences_free.txt, and omcsnet_sentences_more.txt.

One use of this dataset would be to learn to extract the conceptnet
relationship from the omcsnet sentences.

Conceptnet5 has 34,074,917 relationships. Of those relationships,
there are 2,176,099 surface text sentences related to those 2M
entries.

omcsnet_sentences_free has 898,161 lines. omcsnet_sentences_more has
2,001,736 lines.

Original downloads are available here
https://github.com/commonsense/conceptnet5/wiki/Downloads. For more
information, see: https://github.com/commonsense/conceptnet5/wiki

The omcsnet data comes with the following warning from the authors of
the above site: 

Remember: this data comes from various forms of
crowdsourcing. Sentences in these files are not necessarily true,
useful, or appropriate.

مجوز : این کار شامل داده های ConceptNet 5 است که توسط Commonsense Computing Initiative گردآوری شده است. ConceptNet 5 به صورت رایگان تحت مجوز Creative Commons Attribution-ShareAlike (CC BY SA 3.0) از http://conceptnet.io در دسترس است.

مجوزهای مختلف دیگری نیز وجود دارد. ببینید: https://github.com/commonsense/conceptnet5/wiki/Copying-and-sharing-ConceptNet

نسخه : 5.7.0
تقسیم ها :

شکاف	مثال ها
`'train'`	2001735

امکانات :

{
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "raw_data": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "lang": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}