1. Falo
Karamin tsari ne da aka rubuta cikin Python. Ba shi da ingantattun fa'idodi kuma babu Layer abstraction na bayanai, amma yana ba ku damar amfani da ɗakunan karatu na ɓangare na uku don ayyuka gama gari. Kuma shi ya sa ya zama micro framework. Flask an ƙera shi don ƙirƙirar aikace-aikace mai sauƙi da sauri, yayin da kuma ya kasance mai ƙima da nauyi. Ya dogara ne akan ayyukan Werkzeug da Jinja2. Kuna iya karanta ƙarin game da shi a cikin sabuwar labarin DataFlair game da .
2. Karas
Keras babban ɗakin karatu ne na cibiyar sadarwar jijiyoyi da aka rubuta cikin Python. Yana da abokantaka na mai amfani, na zamani da mai iyawa, kuma yana iya gudana akan TensorFlow, Theano, PlaidML ko Microsoft Cognitive Toolkit (CNTK). Keras yana da duka: samfuri, haƙiƙa da ayyukan canja wuri, masu ingantawa da ƙari mai yawa. Hakanan yana goyan bayan hanyoyin sadarwa masu jujjuyawa da maimaitawar jijiya.
Yin aiki a kan sabon aikin tushen budewa bisa Keras - .
An fassara labarin tare da tallafin EDISON Software, wanda Kuma .
3.SpaCy
Laburaren manhaja ne na buɗaɗɗen tushe wanda ke hulɗa da shi kuma an rubuta cikin Python da Cython. Yayin da NLTK ya fi dacewa da koyarwa da dalilai na bincike, aikin spaCy shine samar da software don samarwa. Bugu da ƙari, Thinc shine ɗakin karatu na koyo na inji na spaCy wanda ke ba da samfuran CNN don alamar sashin magana, tantance dogaro, da kuma tantance mahalli mai suna.
4. Sentry
Sentry yana ba da kulawar bugu na buɗaɗɗen tushen buɗe ido don haka zaku iya ganowa da daidaita kwaro a ainihin lokacin. Kawai shigar da SDK don yarenku ko tsarin(s) kuma fara. Yana ba ku damar kama keɓancewar da ba a kula da su ba, bincika tari, bincika tasirin kowane fitowar, bin diddigin kurakuran ayyuka, sanya batutuwa, da ƙari. Amfani da Sentry yana nufin ƙarancin kwari da ƙarin jigilar lamba.
5. BudeCV
OpenCV shine buɗaɗɗen tushen hangen nesa na kwamfuta da ɗakin karatu na koyon inji. Laburaren yana da ingantattun algorithms sama da 2500 don ayyukan hangen nesa na kwamfuta kamar gano abu da tantancewa, rarrabuwa nau'ikan ayyukan ɗan adam daban-daban, bin diddigin motsin kyamara, ƙirƙirar ƙirar abubuwa na XNUMXD, ɗinke hoto don samun hotuna masu ƙarfi, da sauran ayyuka da yawa. . Ana samun ɗakin karatu don harsuna da yawa kamar Python, C++, Java, da sauransu.
Adadin taurari akan Github: 39585
Kun riga kun yi aiki akan kowane aikin OpenCV? Ga daya -
6. Nilearn
Wannan tsari ne na gaggawa da sauƙin aiwatar da koyo na ƙididdiga akan bayanan NeuroImaging. Yana ba ku damar amfani da scikit-learn don ƙididdiga masu yawa don ƙididdige ƙididdiga, rarrabuwa, ƙaddamarwa da nazarin haɗin kai. Nilearn wani yanki ne na NiPy muhallin halittu, wanda al'umma ce da aka sadaukar don amfani da Python don nazarin bayanan neuroimaging.
Adadin taurari kowane : 549
7. scikit-Koyi
Scikit-learn wani buɗaɗɗen tushen aikin Python ne. Wannan sanannen ɗakin karatu ne na koyon inji don Python. Yawancin lokaci ana amfani da su tare da NumPy da SciPy, SciPy yana ba da rarrabuwa, koma baya da tari - yana goyan bayan , dazuzzukan dazuzzuka, haɓakar gradient, k-ma'ana da DBSCAN. An rubuta wannan ɗakin karatu cikin Python da Cython.
Adadin taurari akan Github: 37,144
8. PyTorch
PyTorch wani ɗakin karatu ne na koyon injin buɗewa wanda aka rubuta cikin Python da Python. Ya dogara ne akan ɗakin karatu na Torch kuma yana da kyau ga yankuna kamar hangen nesa na kwamfuta da sarrafa harshe na halitta (NLP). Hakanan yana da gaban C++.
Daga cikin wasu fasalulluka da yawa, PyTorch yana ba da fasaloli masu girma biyu:
- Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwaƙwalwa na GPU
- Zurfafa hanyoyin sadarwa na jijiyoyi
Yawan taurari a Github: 31
9. Librosa
Librosa yana ɗaya daga cikin mafi kyawun ɗakunan karatu na python don kiɗa da nazarin sauti. Ya ƙunshi abubuwan da ake buƙata waɗanda ake amfani da su don samun bayanai daga kiɗa. Laburaren yana da rubuce sosai kuma yana ƙunshe da koyawa da misalai da yawa waɗanda zasu sauƙaƙa aikinku.
Adadin taurari akan Github: 3107
Aiwatar da buɗaɗɗen aikin Python da Librosa - .
10. Gwarzo
Gensim ɗakin karatu ne na Python don ƙirar jigo, fidda bayanai, da kuma neman kamanni na manyan kamfanoni. Yana nufin NLP da al'ummomin dawo da bayanai. Gensim gajere ne don “ƙirƙira kamar.” A baya can, ya ƙirƙiri taƙaitaccen jerin labarai masu kama da wannan labarin. Gensim a bayyane yake, inganci kuma mai iya daidaitawa. Gensim yana ba da ingantaccen aiki mai sauƙi kuma mai sauƙi na ƙirar ma'anar fassarar mara kulawa daga rubutu na fili.
Yawan taurari a Github: 9
11. Django
babban tsari ne na Python wanda ke ƙarfafa haɓaka cikin sauri kuma ya yi imani da ka'idar DRY (Kada ku Maimaita Kanku). Tsarin tsari ne mai ƙarfi kuma wanda aka fi amfani dashi don Python. Ya dogara ne akan tsarin MTV (Model-Template-View).
Yawan taurari a Github: 44
12. Gane fuska
Gane fuska sanannen shiri ne akan GitHub. Yana iya gane fuska da sarrafa fuska ta hanyar amfani da layin Python/umarni kuma yana amfani da ɗakin karatu mafi sauƙi na fuskar fuska don yin hakan. Wannan yana amfani da dlib tare da zurfin koyo don gano fuskoki tare da daidaito 99,38% a cikin ma'aunin daji.
Adadin taurari akan Github: 28,267
13. Kayan girki
Cookiecutter shine mai amfani da layin umarni wanda za'a iya amfani dashi don ƙirƙirar ayyuka daga samfura (masu girki). Misali ɗaya zai kasance don ƙirƙirar aikin batch daga samfurin aikin batch. Waɗannan samfuran dandamali ne, kuma samfuran aikin na iya kasancewa cikin kowane harshe ko tsarin alama, kamar Python, JavaScript, HTML, Ruby, CoffeeScript, RST, da Markdown. Hakanan yana ba ku damar amfani da harsuna da yawa a cikin samfuri iri ɗaya.
Yawan taurari a Github: 10
14. Panda
Pandas ita ce nazarin bayanai da ɗakin karatu na magudi don Python wanda ke ba da lakabin tsarin bayanai da ayyukan ƙididdiga.
Adadin taurari akan Github: 21,404
Python bude tushen aikin don gwada Pandas -
15. Pipenv
Pipenv yayi alƙawarin zama kayan aiki na shirye-shiryen samarwa da nufin kawo mafi kyawun duk duniyar marufi zuwa duniyar Python. Tashar tasharta tana da kyawawan launuka kuma tana haɗa Pipfile, pip da virtualenv cikin umarni ɗaya. Yana ƙirƙira da sarrafa yanayi ta atomatik don ayyukanku kuma yana ba masu amfani da hanya mai sauƙi don tsara yanayin aikin su.
Adadin taurari akan Github: 18,322
16. SimpleCoin
Aiwatar da Blockchain don cryptocurrency da aka gina a Python, amma yana da sauƙi, mara tsaro, kuma bai cika ba. Ba a yi nufin SimpleCoin don amfanin samarwa ba. Ba don amfani da samarwa ba, SimpleCoin an yi niyya ne don dalilai na ilimi kuma kawai don sanya blockchain aiki mai sauƙi da sauƙi. Yana ba ku damar adana hashes da aka haƙa da musanya su don kowane kuɗin tallafi.
Adadin taurari akan Github: 1343
17. Addu'a
Laburare ne na 3D da aka rubuta a cikin vanilla Python. Yana sanya 2D, 3D, abubuwa masu girma da girma a cikin Python da rayarwa. Ya same mu a cikin duniyar bidiyo da aka ƙirƙira, wasannin bidiyo, kwaikwaiyo na zahiri har ma da kyawawan hotuna. Abubuwan da ake buƙata don wannan: PIL, numpy da scipy.
Adadin taurari akan Github: 451
18. MicroPython
MicroPython shine Python don microcontrollers. Yana da ingantaccen aiwatarwa na Python3 wanda ya zo tare da fakiti da yawa daga madaidaitan ɗakin karatu na Python kuma an inganta shi don aiki akan microcontrollers da kuma cikin ƙayyadaddun mahalli. Pyboard ƙaramin allo ne na lantarki wanda ke tafiyar da MicroPython akan ƙaramin ƙarfe wanda zai iya sarrafa kowane nau'in ayyukan lantarki.
Adadin taurari kowane : 9,197
19. Kifi
Kivy babban ɗakin karatu ne na Python don haɓaka wayar hannu da sauran aikace-aikacen taɓawa da yawa tare da ƙirar mai amfani ta halitta (NUI). Yana da ɗakin karatu mai hoto, zaɓuɓɓukan widget da yawa, matsakaicin yare na Kv don ƙirƙirar widget ɗin ku, goyan bayan linzamin kwamfuta, keyboard, TUIO, da abubuwan taɓawa da yawa. Laburaren buɗewa ne don haɓaka aikace-aikace cikin sauri tare da sabbin hanyoyin mu'amalar mai amfani. Yana da giciye-dandamali, abokantaka na kasuwanci, da haɓaka GPU.
Yawan taurari a Github: 9
20 Dash
Dash ta Plotly shine tsarin aikace-aikacen yanar gizo. An gina shi a saman Flask, Plotly.js, React da React.js, yana ba mu damar amfani da Python don gina dashboards. Yana iko da tsarin Python da R akan sikelin. Dash yana ba ku damar ginawa, gwadawa, turawa, da bayar da rahoto ba tare da DevOps, JavaScript, CSS, ko CronJobs ba. Dash yana da ƙarfi, wanda za'a iya daidaita shi, mara nauyi kuma mai sauƙin sarrafawa. Hakanan bude tushen.
Adadin taurari akan Github: 9,883
21. Magenta
Magenta wani buɗaɗɗen bincike ne na bincike wanda ke mai da hankali kan koyon injin a matsayin kayan aiki a cikin tsarin ƙirƙira. Yana ba ku damar ƙirƙirar kiɗa da fasaha ta amfani da koyon injin. Magenta shine ɗakin karatu na Python wanda ya dogara da TensorFlow, tare da kayan aiki don aiki tare da cikakkun bayanai, amfani da shi don horar da ƙirar inji da ƙirƙirar sabon abun ciki.
22. R-CNN mask
Wannan shine aiwatar da abin rufe fuska na R-CNNN a cikin Python 3, TensorFlow da Keras. Samfurin yana ɗaukar kowane misali na abu a cikin raster kuma ya ƙirƙira akwatuna masu iyaka da abin rufe fuska don shi. Yana amfani da Feature Pyramid Network (FPN) da kashin baya na ResNet101. Lambar yana da sauƙi don ƙarawa. Wannan aikin kuma yana ba da saitin bayanai na Matterport3D na sake gina wuraren 3D da abokan ciniki suka kama ...
Yawan taurari a Github: 14
23. TensorFlow Model
Wannan ma'ajiya ce tare da samfura daban-daban da aka aiwatar a cikin TensorFlow - na hukuma da ƙirar bincike. Har ila yau yana da samfurori da koyawa. Samfuran hukuma suna amfani da babban matakin TensorFlow APIs. Samfuran bincike samfuran da aka aiwatar a cikin TensorFlow ta masu bincike don tallafinsu ko tallafin tambaya da tambayoyinsu.
Yawan taurari a Github: 57
24. Snallygaster
Snallygaster hanya ce ta tsara matsaloli tare da allon aikin. Godiya ga wannan, zaku iya keɓance kwamitin gudanarwar aikin ku akan GitHub, haɓakawa da sarrafa sarrafa ayyukan ku. Yana ba ku damar tsara ayyuka, tsara ayyukan, sarrafa sarrafa ayyukan aiki, ci gaba da waƙa, matsayin raba kuma a ƙarshe kammala. Snallygaster na iya bincika fayilolin sirri akan sabar HTTP - yana neman fayilolin da ake samu akan sabar yanar gizo waɗanda bai kamata a iya isa ga jama'a ba kuma suna iya haifar da haɗarin tsaro.
Yawan taurari a Github: 1
25.Statsmodel
wannan , wanda ya dace da scipy don ƙididdigar ƙididdiga, gami da ƙididdigar ƙididdiga da ƙididdigewa da ƙididdiga don ƙirar ƙididdiga. Yana da azuzuwan da ayyuka don wannan dalili. Hakanan yana ba mu damar gudanar da gwaje-gwajen ƙididdiga da bincike kan bayanan ƙididdiga.
Yawan taurari a Github: 4
26. Abin Waf
Wannan ci-gaban kayan aiki ne na gano bangon wuta wanda zamu iya amfani da shi don gane idan akwai tacewar wuta ta aikace-aikacen yanar gizo. Yana gano bangon wuta a cikin aikace-aikacen gidan yanar gizo kuma yana ƙoƙarin gano ɗaya ko fiye da hanyoyin magance shi akan takamaiman manufa.
Adadin taurari akan Github: 1300
27. Sarkar
Sarkar - karkata zuwa ga sassauci. Ya dogara ne akan Python kuma yana ba da APIs daban-daban dangane da ma'anar hanyar-gudu. Chainer kuma yana ba da APIs masu mahimmancin abu don ginawa da horar da hanyoyin sadarwa. Yana da tsari mai ƙarfi, sassauƙa da fahimta don cibiyoyin sadarwa na jijiyoyi.
Adadin taurari akan Github: 5,054
28. Komawa
Rebound kayan aikin layin umarni ne. Lokacin da kuka sami kuskuren mai tarawa, nan take zai dawo da sakamakon daga tarin tarin. Don amfani da wannan zaku iya amfani da umarnin sake dawowa don aiwatar da fayil ɗin ku. Yana ɗaya daga cikin 50 mafi mashahuri buɗaɗɗen tushen ayyukan Python na 2018. Bugu da ƙari, yana buƙatar Python 3.0 ko mafi girma. Nau'in fayil ɗin tallafi: Python, Node.js, Ruby, Golang da Java.
Adadin taurari akan Github: 2913
29. Detectron
Detectron yana aiwatar da gano abubuwan zamani (kuma yana aiwatar da abin rufe fuska na R-CNN). Software ce ta Facebook AI Research (FAIR) da aka rubuta a Python kuma tana gudana akan dandalin Caffe2 Deep Learning. Makasudin Detectron shine samar da babban inganci, babban aiki na codebase don binciken gano abu. Yana da sassauƙa kuma yana aiwatar da algorithms masu zuwa - R-CNN mask, RetinaNet, R-CNN mai sauri, RPN, sauri R-CNN, R-FCN.
Yawan taurari a Github: 21
30. Python-wuta
Wannan ɗakin karatu ne don samar da CLIs ta atomatik (musamman layin umarni) daga (kowane) abu Python. Hakanan yana ba ku damar haɓakawa da gyara lambar, da kuma bincika lambar data kasance ko juya lambar wani zuwa CLI. Wutar Python tana sauƙaƙa motsi tsakanin Bash da Python, kuma yana sauƙaƙa amfani da REPL.
Yawan taurari a Github: 15
31. Pylearn2
Pylearn2 ɗakin karatu ne na koyon injin da aka gina da farko a saman Theano. Manufarta ita ce ta sauƙaƙe binciken ML. Yana ba ku damar rubuta sababbin algorithms da samfuri.
Adadin taurari akan Github: 2681
32. Matplotlib
ɗakin karatu ne na zane na 2D don Python - yana samar da ingantattun wallafe-wallafe ta nau'i daban-daban.
Adadin taurari akan Github: 10,072
33. Theano
Theano ɗakin karatu ne don sarrafa maganganun lissafi da matrix. Hakanan yana inganta haɓakawa. Theano yana amfani -kamar syntax don bayyana ƙididdiga da tattara su don aiki akan gine-ginen CPU ko GPU. Wurin buɗe ɗakin karatu ne na koyon injin Python wanda aka rubuta a cikin Python da CUDA kuma yana gudana akan Linux, macOS da Windows.
Adadin taurari kowane : 8,922
34. Multidiff
An ƙera Multidiff don sauƙaƙa fahimtar bayanan da ke kan na'ura. Yana taimaka muku duba bambance-bambance tsakanin adadi mai yawa na abubuwa ta hanyar yin bambance-bambance tsakanin abubuwan da suka dace sannan kuma nuna su. Wannan hangen nesa yana ba mu damar nemo alamu a cikin ƙa'idodin mallakar mallaka ko tsarin fayil ɗin da ba a saba gani ba. Hakanan ana amfani dashi galibi don aikin injiniyan baya da kuma nazarin bayanan binary.
Adadin taurari akan Github: 262
35. Som-tsp
Wannan aikin shine game da yin amfani da taswirorin tsara kai don magance matsalar mai siyar da balaguro. Amfani da SOM, mun sami mafi kyawun mafita ga matsalar TSP kuma muna amfani da tsarin .tsp don wannan. TSP matsala ce da ta cika NP kuma tana daɗa wahalar magancewa yayin da yawan biranen ke ƙaruwa.
Adadin taurari akan Github: 950
36. Photon
Photon shine na'urar daukar hotan takardu ta yanar gizo na musamman da aka tsara don OSINT. Yana iya dawo da URLs, URLs tare da sigogi, bayanan Intel, fayiloli, maɓallan sirri, fayilolin JavaScript, matches na furci na yau da kullun, da yanki. Za a iya adana bayanan da aka ciro kuma a fitar dasu a tsarin json. Photon yana da sassauƙa kuma mai hazaka. Hakanan zaka iya ƙara wasu plugins gare shi.
Adadin taurari akan Github: 5714
37. Social Mapper
Social Mapper kayan aikin taswirar kafofin watsa labarun ne wanda ke daidaita bayanan martaba ta amfani da tantance fuska. Yana yin haka akan gidajen yanar gizo daban-daban akan babban sikelin. Social Mapper tana aiki da atomatik neman sunaye da hotuna akan kafofin watsa labarun sannan kuma yayi ƙoƙarin nuna da haɗa kasancewar wani. Sannan yana samar da rahoto don bitar ɗan adam. Wannan yana da amfani a masana'antar tsaro (misali, phishing). Yana goyan bayan LinkedIn, Facebook, Twitter, Google Plus, Instagram, VKontakte, Weibo da dandamali na Douban.
Adadin taurari akan Github: 2,396
38. Camelot
Camelot ɗakin karatu ne na Python wanda ke taimaka muku cire tebur daga fayilolin PDF. Yana aiki da fayilolin PDF na rubutu, amma ba takaddun da aka bincika ba. Anan kowane tebur pandas DataFrame ne. Bugu da ƙari, kuna iya fitar da tebur zuwa .json, .xls, .html ko .sqlite.
Adadin taurari akan Github: 2415
39. Lector
Wannan mai karanta Qt ne don karanta littattafan e-littattafai. Yana goyan bayan .pdf, .epub, .djvu, .fb2, .mobi, .azw/.azw3/.azw4, .cbr/.cbz da .md fayil Formats. Lector yana da babban taga, kallon tebur, kallon littafi, kallon mara hankali, goyan bayan annotation, kallon ban dariya, da taga saiti. Hakanan yana goyan bayan alamun shafi, binciken bayanan martaba, editan metadata, da ginanniyar ƙamus.
Adadin taurari akan Github: 835
40.m00dbot
Wannan bot ne na Telegram don gwada bakin ciki da damuwa.
Adadin taurari akan Github: 145
41. Manim
Injin motsi ne don bayanin bidiyon lissafi wanda za'a iya amfani dashi don ƙirƙirar madaidaicin raye-raye ta hanyar tsari. Yana amfani da Python don wannan.
Yawan taurari a Github: 13
42. Douyin-Bot
Bot da aka rubuta a Python don aikace-aikacen Tinder-kamar. Masu haɓakawa daga China.
Adadin taurari akan Github: 5,959
43. XSStrike
Wannan fakitin gano rubutun giciye ne tare da fassarori huɗu da aka rubuta da hannu. Hakanan yana fasalta janareta mai ɗaukar nauyi mai hankali, injina mai ƙarfi, da injin bincike mai saurin gaske. Maimakon yin allurar da aka biya da gwada shi don yin aiki kamar duk sauran kayan aikin, XSStrike ya gane amsa ta hanyar amfani da ma'auni mai yawa sannan kuma ya aiwatar da nauyin biyan kuɗi, wanda aka ba da tabbacin yin aiki ta amfani da nazarin mahallin da aka haɗa a cikin injin fuzzing.
Adadin taurari akan Github: 7050
44. PythonRobotics
Wannan aikin tarin lamba ne a cikin algorithms robotics na Python, da kuma algorithms kewayawa mai cin gashin kansa.
Adadin taurari akan Github: 6,746
45. Zazzage Hotunan Google
Zazzage Hotunan Google shiri ne na Python layin umarni wanda ke bincika Hotunan Google don mahimman kalmomi kuma yana samun hotunan a gare ku. Karamin shiri ne ba tare da dogaro ba idan kawai kuna buƙatar loda hotuna har 100 ga kowane maɓalli.
Adadin taurari akan Github: 5749
46. Tafi
Yana ba ku damar saka idanu da aiwatar da harin injiniyan zamantakewa na fasaha a cikin ainihin lokaci. Wannan yana taimakawa bayyana yadda manyan kamfanonin Intanet za su iya samun mahimman bayanai da sarrafa masu amfani ba tare da saninsu ba. Har ila yau tarko na iya taimaka wa masu aikata laifuka ta yanar gizo.
Adadin taurari akan Github: 4256
47. Xonsh
Xonsh layin umarni ne na Unix-gazing da harshen harsashi bisa Python. Wannan babban tsari ne na Python 3.5+ tare da ƙarin abubuwan harsashi kamar waɗanda aka samu a Bash da IPython. Xonsh yana aiki akan Linux, Max OS X, Windows da sauran manyan tsare-tsare.
Adadin taurari akan Github: 3426
48. GIF don CLI
Yana buƙatar GIF ko gajeriyar bidiyo ko tambaya, kuma ta amfani da Tenor GIF API, ana jujjuya shi zuwa hoto mai motsi na ASCII. Yana amfani da jerin tserewa na ANSI don rayarwa da launi.
Adadin taurari akan Github: 2,547
49. Cartoony
Zana Wannan kyamarar Polaroid ce mai iya zana zane-zane. Yana amfani da hanyar sadarwar jijiya don gano abu, saitin bayanai na Google Quickdraw, firinta mai zafi da Rasberi Pi. Mai sauri, Zana! wasa ne na Google wanda ke neman yan wasa su zana hoton abu/ra'ayi sannan suyi kokarin tantance me yake wakilta cikin kasa da dakika 20.
Adadin taurari akan Github: 1760
50. Zulip
Zulip app ne na taɗi na rukuni wanda ke aiki a cikin ainihin lokaci kuma yana da fa'ida tare da tattaunawa mai zare da yawa. Yawancin kamfanoni na Fortune 500 da ayyukan buɗaɗɗen tushe suna amfani da shi don taɗi na gaske wanda zai iya ɗaukar dubban saƙonni kowace rana.
Adadin taurari akan Github: 10,432
51. YouTube-dl
Shirin layin umarni ne wanda zai iya sauke bidiyo daga YouTube da wasu shafuka. Ba a haɗa shi da takamaiman dandamali ba.
Yawan taurari a Github: 55
52. Mai yiwuwa
Tsarin sarrafa kansa mai sauƙi ne na IT wanda zai iya ɗaukar ayyuka masu zuwa: gudanarwar daidaitawa, tura aikace-aikacen, samar da girgije, ayyukan ad hoc, sarrafa kansa na cibiyar sadarwa, da ƙungiyar kade-kade da yawa.
Adadin taurari akan Github: 39,443
53. HTTPie
HTTPie abokin ciniki ne na HTTP. Wannan yana sauƙaƙa wa CLI don yin hulɗa tare da ayyukan yanar gizo. Don umarnin http, yana ba mu damar aika buƙatun HTTP na sabani tare da madaidaicin daidaitawa, da karɓar fitarwa mai launi. Za mu iya amfani da shi don gwadawa, gyarawa da yin hulɗa tare da sabar HTTP.
Yawan taurari a Github: 43
54. Tornado Web Server
Tsarin gidan yanar gizo ne, ɗakin karatu na sadarwar asynchronous don Python. Yana amfani da cibiyar sadarwar I/O mara toshewa don ƙima zuwa sama da dubunnan hanyoyin haɗin yanar gizo. Wannan ya sa ya zama kyakkyawan zaɓi don dogon buƙatun da WebSockets.
Yawan taurari a Github: 18
55.Tambayoyi
Buƙatun ɗakin karatu ne wanda ke sauƙaƙa aika buƙatun HTTP/1.1. Ba dole ba ne ka ƙara sigogi da hannu zuwa URLs ko ɓoye bayanan PUT da POST.
Yawan taurari a Github: 40
56. Zazzagewa
Scrapy tsari ne mai sauri, babban matakin rarrafe gidan yanar gizo - zaku iya amfani da shi don goge gidajen yanar gizo don cire bayanan da aka tsara. Hakanan zaka iya amfani da shi don nazarin bayanai, saka idanu da gwaji ta atomatik.
Adadin taurari akan Github: 34,493
source: www.habr.com