Saravanan666/pypi-org huggingface dataset:
Package: u0-stitcher
pano全景图像拼接原本是想解决网络遥控车的视角太小，不能有效观察周围情况问题，找到了广角镜头。
后来发现竟然可以用两个超过180°的摄像头拼接全景图片。但是在网上没有找到效果好的实时全景传输项目，所以自己做一个。我理解的全景图片生成应该主要是3个步骤
1、把图片摊平，这个步骤的学名未知。可能是将鱼眼原图（等角图片）展开成等距图片。
2、将两个鱼眼镜头的等距图分成3份，并进行水平拼接
3、拼接图按照给定的角度在还原成等角图为了可以做到即时（30FPS），需要尽可能的提高效率。
目前最大的效率瓶颈是在拼接上。调研拼接3张水平图片效率技术上打算采用opencv 的 stitcher，先试试看。opencv 用 4.X 吧，尽量用新一点的东西。2023-05-24 进展目前的拼接还是完全自己写的，原因是所有第三方提供的方案均不能有效的对我的图片进行拼接。
可能是我的参数有问题，但是我的需求相对简单并且我对拼接效率有要求，所以就自己写了。写的过程还是挺顺利的，由于我的摄像头是背靠背绑在一起的，所以他们的水平同步和角度偏差是不大的，所以我放弃了拼接时进行旋转和扭曲。
拼接中对图片只有平移，这对图片首尾相连还是很有帮助的。目前拼接的图片效果还是不错的，拼接效率上没有测试，从代码上看起来，应该是足够高效的。封装思路为了更加模块化，封装思路如下：
1、贯彻单视频流方案，虽然涉及拼装切分，单比起双倍的编码和解码，还是要好很多的。所以输入的视频流是两个摄像头的拼接视频流。
横向拼接，分辨率一致，帧率一致，编码一致，码率一致。
这里可以简化成输入两张（一张）图片，视频流的处理还是放到视频流的相关模块中。
2、校准主副镜头，由于目前的两个摄像头都是usb摄像头，usb的可插拔等特性导致，每次启动时，主副镜头的顺序都可能不一致，所以需要校准。
3、校准主副镜头的图像，即圆心+半径。这里由于是超级广角，所以图像是一个圆，但是随着镜头的物理位置不稳定，需要进行校准。这里会强制要求两个图片的半径一致，即获得的等距投影图分辨率一致。
4、拼接矫正，尝试用等距投影进行拼接。
以上校准全部保存校准结果至本地文件，当本地文件不存在，强制要求校准，否则不需要校准。如果有必要可以随时进行校准。
5、拼接输入图片，这是一个全流程，输入一张图片（横向拼接原图输入），输出一张图片（等距投影拼接）。暂时封装成一个类。2023-05-25 进展基础功能完成，在比较合适的图片上表现还是挺好的，但是在一些特殊情况，比如校准时的距离与实际视频距离有较大变化的情况下，拼接效果就不好了。所以可能需要手动或者自动进行不断的校准。
Package: u2t
Markdown-URL-to-Title本工具的功能为：自动提取剪贴板中的 URL ，然后使用 requests 获取目标 URL 的标题，根据标题生成可直接粘贴的 Markdown 内容。背景在使用 Hexo 写博客的时候，想给博文里插入一些参考文献，但是如果直接粘贴 URL 的话，
有的参考链接的 URL 非常长，而且会被 URL 编码，不太容易阅读，如下：## 参考文献
* https://vi.stackexchange.com/questions/14114/paste-link-to-image-in-clipboard-when-editing-markdown
* https://c.m.163.com/news/a/FJ8PBOJ000097U7R.html?spss=adap_pc&referFrom=&spssid=592b2c22f7c667bdd783e7ef59625b86&spsw=1&isFromH5Share=article所以就想着能不能为 Hexo 实现一个自动将 URL 转为 Markdown 带有标题文本的格式，也就是如下：## 参考文献
* [Paste link to image in clipboard when editing Markdown - Vi and Vim Stack Exchange](https://vi.stackexchange.com/questions/14114/paste-link-to-image-in-clipboard-when-editing-markdown)
* [继微信封禁WeTool后 腾讯或大规模封禁第三方QQ机器人](https://c.m.163.com/news/a/FJ8PBOJ000097U7R.html?spss=adap_pc&referFrom=&spssid=592b2c22f7c667bdd783e7ef59625b86&spsw=1&isFromH5Share=article)经过一番搜索暂时没有找到解决方案，没有办法，只好出此下策，使用 Python 来对剪切板进行操作，提取剪切板中的 URL 并转换为 Markdown 的格式。环境需求Windows 10Python 3例子剪切板输入...
https://baidu.com/
...剪切板输出...
[百度一下，你就知道](https://www.baidu.com/)
...安装通过 PyPipip install u2t通过 GitHubgitclonehttps://github.com/WangYihang/Markdown-URL-to-Title使用方式打开终端，运行：u2t，此时系统托盘出现图标复制待处理文本，不用特别精确地只复制 URL，本程序使用正则提取剪切板内容中的所有 URL 并进行批量处理按快捷键 Ctrl + Shift + Q等待数秒，待 Windows 弹出 Toast 提示框，即可直接进行粘贴
Package: u3606b-py
u3606b Python driver (unofficial)This is a Python driver for the u3606b multimeter. It is based on the officialU3606B Multimeter| DC Power Supply Programming Guideand PyVISA package.PyVISAis a Python package that allows you to control measurement devices independently of the interface (GPIB, USB, Ethernet, etc.) by using a common API.The driver is not complete, but it is a good starting point for anyone who wants to control the u3606b multimeter with Python.The driver supports the following functions:Read voltageRead currentSet voltageSet currentSet output on/offSet limitsStep outputPre-requisitesPython 3.8 or higher (lower versions may work, but have not been tested)Windows:NI-VISAorNI-488.2orKeysight IO Library SuiteLinux/MAC: please refer togpib-resources-gpib-instrInstallationpipinstallu3606b_pyExamplefromu3606b_py.u3606bimportU3606Bu3606b_dev=U3606B()u3606b_dev._open()u3606b_dev._reset()u3606b_dev.sour_vol_rng(rng='8V')u3606b_dev.sour(lvl='1.0V')
Package: u3d-studio
Installation需要Python 3.6.0或更高版本pip install u3d-studio或下载/克隆git并使用python setup.py install使用说明来一个简单的示例importosfromu3dunpackimportAssetsManagerSAMPLES=os.path.join(os.path.dirname(os.path.abspath(__file__)),"samples")IMG=os.path.join(os.path.dirname(os.path.abspath(__file__)),"images")KTX=os.path.join(os.path.dirname(os.path.abspath(__file__)),"ktx")deftestTexture2d():forfinos.listdir(SAMPLES):am=AssetsManager(os.path.join(SAMPLES,f))forassetinam.assets.values():forobjinasset.objects.values():ifobj.type=="Texture2D":# 解析对象数据data=obj.read()# 确保扩展名正确# 您可能只想使用图像/纹理dest,ext=os.path.splitext(data.name)destImg=dest+".png"destImg=os.path.join(IMG,destImg)img=data.image.save(destImg)destKtx=os.path.join(KTX,dest)+".ktx"ifos.path.exists(destKtx):os.remove(destKtx)withopen(destKtx,mode='wb')asw:w.write(data.saveKtx)withopen(destKtx,mode='rb')asr:ktxData=r.read()data.writeData(ktxData)withopen("assets/test",mode='wb')asw:data=asset.bundleFile.save()w.write(data)if__name__=='__main__':testTexture2d()
Package: u8488a
Unofficial driver for Keysight U8488AThis is a simple driver for Keysight U8488A power meter. There are 2 classes in this package. You can use this package individually or for USRP calibration.Install$ pip install u8488aExample Usagefrom u8488a import base
from time import sleep

dev = base.PowerMeter()
# List available devices
devs = dev.get_device_list()

if len(devs) > 0:
    dev.open_device(devs(0))
else:
    print("No device found!")
    exit(1)

print("Available devices:")
print(devs)

# Setting frequency to 20 GHz
dev.frequency(20e9)

while True:
    # Read power level every second
    print(f"Power: {dev.get_power()} dBm")
    sleep(1)USRP TX Power Reference Level CalibrationThis package includes "custom" driver for USRP calibration.uhd_power_cal.pyscripts is installed with UHD installation by default. It's located under ```/usr/local/lib64/uhd/utils``.Note: If you can't find uhd folder, it's probably under this directory/usr/local/lib/$ cd /usr/local/lib64/uhd/utils/
$ uhd_power_cal.py -d tx --meas-dev visa -o import=u8488aNote: This can only be used for TX power calibration
Package: ua
uaUser-Agent parsing and creationInstallationpip install uaUsage>>>importuaParsing>>>user_agent=ua.parse('Mozilla/5.0 (X11; Linux x86_64; rv:88.0) Gecko/20100101 Firefox/88.0')>>>>>>user_agentUserAgent(products=[Product(name='Mozilla',version='5.0',comments=['X11','Linux x86_64','rv:88.0']),Product(name='Gecko',version='20100101',comments=[]),Product(name='Firefox',version='88.0',comments=[])])>>>>>>str(user_agent)'Mozilla/5.0 (X11; Linux x86_64; rv:88.0) Gecko/20100101 Firefox/88.0'Creation>>>user_agent=ua.UserAgent(products=[ua.Product(name='SomeProduct',version='1.0',comments=['SomeComment'])])>>>>>>str(user_agent)'SomeProduct/1.0 (SomeComment)'ReferencesUser agent - WikipediaUser-Agent - HTTP | MDNRFC 7231 - Hypertext Transfer Protocol (HTTP/1.1): Semantics and Content
Package: ua2.carbon
Tools for serving statistic data to carbon/graphite server.To install package into django need:add ‘ua2.carbon.middleware.MeasureMiddleware’ at the top of MIDDLEWARE_CLASSES listinto settings.py add next lines:fromua2.carbon.loadersimportdjango_loaderdjango_loader()Usage examplesMeasure function execution timefromua2importcarbon@carbon.measure('myapp')deftest():print"Hello World!"Measure arbitrary block execution timefromua2importcarbondeftest():withcarbon.Profiler('myapp'):foriinrange(1,100):print"Hello World!"Send raw value to carbonfromua2importcarbondeftest():foriinrange(1,100):print"Hello World!"carbon.send('metric.hello.world',1)
Package: ua2.otl
Django tool for create ont time linksInstallationFor integrate with Django need to addua2.otlto the list of installed app:INSTALLED_APPS+=('ua2.otl')and put into a root urls.py next line:url(r'^l/',include('ua2.otl.urls'))Be warning: include urls.py only compatibil with Django >= 1.8.
For django before 1.8 need use following solution:fromua2.otl.viewsimportotl_viewurlpatterns=urlpatterns(.....url(r'^l/(?P<otp_key>\w+)/$',otl_view,name='one-time-link'),)UsingYou can useOneTimeLinkwith several scenario:redirect to view with django backresolve (with support callback)redirect to direct URL (with support callback)using view to redner responseRedirectsThere are two way to pass resulted link to OneTimeLink object:pass url resolve point with kwargspass rendered linkfromua2.otlimportOneTimeLinklink=OneTimeLink.create(resolve_name='django-url-name',resolve_kwargs={'value':1})link.save(expire=3600)Example with callback and authorization:fromua2.otlimportOntTimeLinkdefauth_callback(request,user_email):user=get_object_or_404(User,email=user_email)login(request,user)@login_requireddefpassword_restore(request):....defsend_restore_passwortd(request):link=OneTimeLink.create(resolve_name='url-password-reset')link['user_email']=request.POST.get('user_email')link.save(callback=auth_callback,expire=3600,count=1)returnHttpResponse("http://127.0.0.1:8000%s"%link.url)
Package: ua2.patch
What this package does?=======================This package provides an easy half-manual and controlled way to define and run SQL, Python and Shell script for your project.Supported backends==================-   MySQL-   PostgreSQLSupported Django versions=========================-   Django &gt;= 1.8Supported OS============-   Linux-   Ubuntu 14.04-   Ubuntu 16.04Why to use this package if there is django-migrations and South?================================================================The differencies between Django migrations and ua2.patch are in purpose:-   django-migrations primary purpose is to propogate changes you make to your models into your database-   ua2.patch purpose is to create & maintain patches, written by big development teamThis package could be used in parallel to existing django-migrations module, or it can completely replace the job done by migrations. You, as developer, decide where you should use one or another.We are not going to replicate all migration features, the core idea of this package is to provide easy to use tool to create and maintain (SQL|Python|Shell) patches for big team of people, working in parallel on different branches.What are benefits of using ua2.patch ?======================================Simple way to automate running custom patches---------------------------------------------It is very easy to create patches for your data.Installation============Install package from pip------------------------First, install package via pip:``` examplepip install ua2.patch```And then, add it to your Django INSTALLED<sub>APPS</sub>:``` exampleINSTALLED_APPS = [...'ua2.patch',]```Usage examples==============Create SQL patch----------------``` example./manage.py patch nextFile .../patches/00002-johnsmith-014.sql has been createdsize: 0```Now, you can open & edit the file. *Note*: until file size is zero, it would not be applied, but will be treated as *reserved* patch for future use.Create Python patch-------------------``` example./manage.py patch next -e pyFile .../patches/00002-johnsmith-022.py has been createdsize: 0```*Note:* patch body should have function main() which returns True. If you don't return True, the system will run the patch and exit on this place, preventing other scripts to run.Create Shell patch------------------``` example./manage.py patch next -e shFile .../patches/00003-johnsmith-022.sh has been createdsize: 0```
Package: ua2.redis
Library to make simples integration RedisDb with DjangoDatabase connect string example in django settings.py file:REDISDB={'default':{'HOST':'127.0.0.1','PORT':6379,'DB':0,'PASSWORD':'secret string'}}Example access to redis database:fromua2.redisimportRedisConnwithRedisConn()asredis:redis.set('test','value')RedisConn accept argumentdb_aliasthat point to required database
from REDISDB parameters:fromua2.redisimportRedisConnwithRedisConn('db2')asredis:redis.set('test','value')
Package: ua-alarm
UA_ALARM 🚨Elegant, modern and asynchronous UkraineAlarm API framework in PythonAboutUKІмплементуєapi.ukrainealarm.com, який повертає інформацію про
повітряні тривоги в Україні.Потребує API-ключ. Подавайте запит на отримання через форму наapi.ukrainealarm.com.Приклад роботи функції alert_loop українською мовою, за дефолтом українськаENImplementsapi.ukrainealarm.comAPI that returns info about Ukraine
air raid alarms.Request API key via form onapi.ukrainealarm.com.An example of the alert_loop function in English, Ukrainian by defaultAbout text was copied fromgithub.com/PaulAnnekov/ukrainealarmInstallingpippipinstallua_alarmpoetrypoetryaddua_alarmExamplefromua_alarmimportClientasUkraineAlertApiClientimportosfromasyncioimportrun# Clear the console screenos.system('cls'ifos.name=='nt'else'clear')api_token="YOUR_API_KEY"client=UkraineAlertApiClient(api_token)# Run the main functionif__name__=='__main__':try:run(client.get_alerts())exceptKeyboardInterrupt:exit()
Package: ua-api-utils
https://github.com/urbanairship/ua-api-utils#readmeCurrently just provides a simpleuacommand line tool with a single sub-command:ua get-tokens $APP_KEY $UA_SECRETYou can also set your secret as an environment variable:UA_SECRET=... ua get-tokens $APP_KEYAnd control the filename:UA_SECRET=... ua get-tokens $APP_KEY -o some-new-file.json
UA_SECRET=... ua get-tokens $APP_KEY -o - | gzip > yet-another-file.json.gzInstallingIn a virtualenv in safest (if you have virtualenv installed):virtualenv ua-api-utils
cd ua-api-utils
. bin/activate
pip install ua-api-utilsOr in your$HOMEdirectory if you have your user-site in your$PATH:pip install --user ua-api-utilsAnd of course, there’s always sudo to install it globally:sudo pip install ua-api-utilsNo pip?sudo easy_install ua-api-utils
Package: ua-box-api
UA-EDS-APIProvides easy interface for making REST requests to University of Arizona Box file storage.MotivationTo make a python API that could generically interact with the REST architecture of Box.Code Examplefromua_box_apiimportua_box_apibox_api=ua_eds_api.BoxApi(config)items=box_api.get_all_items(10)Installationpip install --user ua-box-apiCreditsRyanJohannesBlandEtienneThompsonLicenseMIT
Package: ua-clarity-api
UA-Clarity-APIProvides a simple REST implementation for use with Clarity endpoints.MotivationWas designed to implement a simple way to interact with Clarity REST architecture.FeaturesGet will do a batch get if that end point exists, otherwise it will return a response similar to what a batch get returns.Caller can add queries to get using a keyword.Caches every get to eliminate excessive get calls.All REST calls will throw an exception if they failed.Code Examplefromua_clarity_apiimportua_clarity_apiapi=ua_clarity_api.ClarityApi(host,username,password)uris_files=api.download_files("some file uri")data=api.get("some endpoint")Installationpipinstallua-clarity-apiTestspipinstall--updatenosecd./repocd./tests
noseteststest_ua_clarity_api.pyHow to UseYou'll need to instantiate a ClarityApi object with a correct host, and the username/password to access that host's endpoints.Get can retrieve resources from endpoints and can utilize queries with the "parameters" keyword.Put and Post can update or create new resources given the appropriate endpoint and a well-formed payload.Delete can remove a resource from an endpoint.Download_files will create temporary files from a list of file uris and returns them as a dictionary mapping of uri: tempfile.Creditssterns1raflopjrRyanJohannesBlandLicenseMIT
Package: ua-clarity-tools
UA-Lims-ToolsProvides 2 sets of tools for use with clarity and it's endpoints: ClarityTools
and StepTools.MotivationTo create a set of tools to assist in script writing for Clarity.FeaturesUse ClarityTools as a means of interfacing with Clarity and it's endpoints.get_samples will get all samples from a list of uris passed in.get_arts_from_samples will get all artifact uris for the list of uris passed.get_udfs will find all the udfs that should be attached to target.set_reagent_label will set the reagent_label for all artifacts passed.step_router will route a list of artifact_uris to a specified step.Use StepTools as a way of interacting with a Clarity step.*get_artifacts will return all artifacts from the step.get_process_data will retrieve the process data for the current step.get_artifact_map creates a mapping of input artifacts to output artifacts.set_artifact_udf sets the udfs of all analytes in the step.get_artifacts_previous_step will map the current steps artifact uris to an ancestor artifact from the step passed to it.get_assays will find the assays within the current protocol.## Code Examplepython
from ua_lims_tools import ua_lims_tools
clarity_api = ua_lims_tools.ClarityApi()
step_api = ua_lims_tools.StepTools()Installationbash
pip install ua-lims-toolsTestsbash
pip install --update nose
cd ./repo
cd ./tests
nosetests test_lims_tools.pyHow to UseExamples of syntax for each methodpython
clarity_api = ua_lims_tools.ClarityApi()
samples = clarity_api.get_samples(uris)get_samples gets the samples from the passed in uris.Arguments: uris is a list of sample endpoints to get.Returns: a list of Sample dataclass objects with gotten sample's data.Creditssterns1raflopjrRyanJohannesBlandLicenseMIT
Package: uadatasdk
调用方法安装方法# 首次安装pipinstalluadatasdk使用方法importuadatasdk# 登录认证uadatasdk.auth(username,password)# 获取数据uadatasdk.get_price("AG2301.XSHE",start_date="2022-11-01",end_date="2023-01-01")#获取所有交易日
uadatasdk.get_all_trade_days()

#获取指定日期范围内的所有交易日
#statr_date和count不能都为空,二选一
uadatasdk.get_trade_days(start_date=None, end_date=None, count=None)

#获取某期货品种在策略当前日期的可交易合约标的列表
uadatasdk.get_future_contracts(underlying_symbol, date=None)

#获取主力合约对应的标的
uadatasdk.get_dominant_future(underlying_symbol, date=None)

#补全合约
uadatasdk.normalize_code(code)

#获取合约的futures_sett_price和 open_interest
uadatasdk.get_extras(fields, security, start_date=None, end_date=None, count=None)

#获取合约的起始结束时间,name和display_name
uadatasdk.get_security_info(code, date=None)###例子auth('name','password')
data = uadatasdk.get_all_securities('2023-01-21')

data = uadatasdk.get_price(['AG2301.XSGE','AG2302.XSGE'],count=5,end_date='2023-01-31',fields=["open","close"])

data = uadatasdk.get_all_trade_days()


data = uadatasdk.get_trade_days(count='5',end_date='2022-12-30')


data =uadatasdk.get_future_contracts('ag',)


data = uadatasdk.get_dominant_future('ag','2022-12-21')


data = uadatasdk.normalize_code('a2303')


data = uadatasdk.get_extras('futures_sett_price',['AG2301.XSGE','AG2302.XSGE'],count=5,end_date='2022-12-30')

data = uadatasdk.get_security_info('AG2301.XSGE')
Package: ua-datasets
ua_datasetsUA-datasetsis a collection of Ukrainian language datasets. Our aim is to build a benchmark for research related to
natural language processing in Ukrainian.This library is provided by FIdo.ai (machine learning research division of the non-profit student's organizationFIdo, National University of Kyiv-Mohyla Academy) for research purposes.InstallationThe library can be installed from PyPi in your virtual environment (e.g. venv, conda env)pipinstallua_datasetsLatest Updates05.07.22 - Added HuggingFace API for Q&A (UA-SQuAD) and Text Classification (UA-News) datasetsAvailable DatasetsQuestion Answering (UA-SQuAD)Text Classification (UA-News)Token Classification (Mova Institute Part of Speech)ContributionIn case you are willing to contribute (update any part of the library, add your dataset) do not hesitate to connect throughGitHub Issue. Thanks in advance for your contribution!
Let's make the Ukrainian language even greater!Citation@software{ua_datasets_2021,author={Ivanyuk-Skulskiy, Bogdan and Zaliznyi, Anton and Reshetar, Oleksand and Protsyk, Oleksiy and Romanchuk, Bohdan and Shpihanovych, Vladyslav},month=oct,title={ua_datasets: a collection of Ukrainian language datasets},url={https://github.com/fido-ai/ua-datasets},version={0.0.1},year={2021}}
Package: uaddress
ОписаниеРазборка адреса на типы. Адаптация библиотекиusaddressпод украинские адресаRead this in other language:English,Русский,УкраїнськийТребованияpython3jackmartin.parseratorУстановкаpip3installuaddressУстановка локальноpython3setup.pyinstall--userОбучение моделиparseratortraintraining/data.xmluaddressКогда другое расположение моделиparseratortraintraining/data.xmluaddress--modelfileanotherpath/uaddr.crfsuiteТестирование моделиparseratorlabeltraining/raw.csvtraining/data.xmluaddressКогда другое расположение моделиparseratorlabeltrainig/raw.csvtraining/data.xmluaddress--modelfileanotherpath/uaddr.crfsuiteСтруктураФайлОписаниеtraining/data.xmlНабор данных для моделиtraining/raw.csvСписок адресов для обучения или проверкиuaddress/uaddr.crfsuiteNLP модельПримерыПример скриптаpython3example.pyТипыНазваниеОписаниеCountryСтранаRegionTypeТип областиRegionОбластьCountyTypeТип районаCountyРайонSubLocalityTypeТип подрайонаSubLocalityПодрайонLocalityTypeТип населённого пунктаLocalityНаселённый пунктStreetTypeТип улицыStreetУлицаHousingTypeТип корпусаHousingКорпусHostelTypeТип общежитияHostelОбщежитиеHouseNumberTypeТип номера домаHouseNumberНомер домаHouseNumberAdditionallyДополнительный номер домаSectionTypeТип секцииSectionСекцияApartmentTypeТип квартирыApartmentКвартираRoomTypeТип комнатыRoomКомнатаSectorСекторEntranceTypeТип подъездаEntranceНомер подъездаFloorTypeТип этажаFloorЭтажPostCodeИндексManuallyНабор типов для дальнейшей разборки адресаNotAddressНе адресCommentКомментарийAdditionalDataДополнительные данные
Package: uaddressformat
UAddressFormatОписаниеИсправление типов адреса на эталонные. Модуль для библиотекиuaddress.Read this in other language:English,Русский,УкраїнськийТребованияpython3uaddressУстановкаpip3installuaddressformatУстановка локальноpython3setup.pyinstall--userПримерpython3example.pyМетодыclearTrashstr: StringRegionTypestr: Stringregion: StringLocalitytype: Stringname: StringStreetstr: Stringtype: BooleanStreetTypestr: StringHousingstr: Stringtype: BooleanEntranceTypestr: Stringtype: BooleanHouseNumberTypestr: Stringhouse: StringHouseNumberstr: Stringadditionally: StringHouseNumberAdditionallynumber: Stringsub: StringApartmentTypestr: Stringtype: Boolean
Package: uaddresspacy
ОписаниеРазборка украинского адреса на типыRead this in other language:English,Русский,УкраїнськийТребованияpython3spacyrepandasxlrdcsvossignalthreadingСоздание моделиpython3train.pyОбучить модельpython3-mspacytrainconfig/config.cfg--paths.traintraining/train.spacy--paths.devtraining/test.spacy--outputmodelsОбучить более точнее модельpython3-mspacytrainconfig/config_acc.cfg--paths.traintraining/train.spacy--paths.devtraining/test.spacy--outputmodelsПроверка моделиpython3example.pyСоздать файл описания моделиpython3-mspacyinitfill-configconfig/base_config.cfgconfig/config.cfgСоздать файл описания более точной моделиpython3-mspacyinitfill-configconfig/base_config_acc.cfgconfig/config_acc.cfgПримерыimportuaddresspacyprint(uaddresspacy.parse(", - полтавська чутівський жовтневе вул. -, буд. -, кв.,"))# [('полтавська', 'Locality'), ('чутівський', 'CountyType'), ('жовтневе', 'Locality'), ('вул.', 'StreetType'), ('буд.', 'HouseNumberType'), ('кв.', 'ApartmentType')]print(uaddresspacy.parse(", 01000 київ, місто київ, місто київ воровського, буд. 43-б, кв. 14,"))# [('01000', 'PostCode'), ('київ', 'Region'), ('місто', 'LocalityType'), ('київ', 'Locality'), ('воровського', 'Street'), ('буд.', 'HouseNumberType'), ('43-б', 'HouseNumber'), ('кв.', 'ApartmentType'), ('14', 'Apartment')]СтруктураФайлОписаниеpretrain.pyПодготовка данных для обучения моделиtrain.pyПодготовка моделиexample.pyПолучить пример разборки адреса на типыraw.csvДанные для обученияreport.csvПример результата обработки на типыaddresses.csvСписок адресов для проверкиtraining/pretrain.csvДанные для обучения моделиТипыНазваниеОписаниеCountryСтранаRegionTypeТип областиRegionОбластьCountyTypeТип районаCountyРайонIncludedВходит в составLocalityTypeТип населённого пунктаLocalityНаселённый пунктStreetTypeТип улицыStreetУлицаHousingTypeТип корпусаHousingКорпусHostelTypeТип общежитияHostelОбщежитиеHouseNumberTypeТип номера домаHouseNumberНомер домаHouseNumberAdditionallyДополнительный номер домаSectionTypeТип секцииSectionСекцияApartmentTypeТип квартирыApartmentКвартираRoomTypeТип комнатыRoomКомнатаSectorСекторFloorTypeТип этажаFloorЭтажPostCodeИндексManuallyНабор типов для дальнейшей разборки адресаNotAddressНе адресCommentКомментарийAdditionalDataДополнительные данные