René's URL Explorer Experiment


Title: GitHub - nnakul/language-modelling: Using language modelling to develop a text-completion application; studying interpolation of several n-gram models and opimisation of interpolation weights to minimise the perplexity of the model. · GitHub

Open Graph Title: GitHub - nnakul/language-modelling: Using language modelling to develop a text-completion application; studying interpolation of several n-gram models and opimisation of interpolation weights to minimise the perplexity of the model.

X Title: GitHub - nnakul/language-modelling: Using language modelling to develop a text-completion application; studying interpolation of several n-gram models and opimisation of interpolation weights to minimise the perplexity of the model.

Description: Using language modelling to develop a text-completion application; studying interpolation of several n-gram models and opimisation of interpolation weights to minimise the perplexity of the model. - nnakul/language-modelling

Open Graph Description: Using language modelling to develop a text-completion application; studying interpolation of several n-gram models and opimisation of interpolation weights to minimise the perplexity of the model....

X Description: Using language modelling to develop a text-completion application; studying interpolation of several n-gram models and opimisation of interpolation weights to minimise the perplexity of the model....

Opengraph URL: https://github.com/nnakul/language-modelling

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:93c85026-7fa4-2ac2-388b-b2a80c788465
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id9EFA:3D802B:9300D8D:C6D3BF0:6A4B8E08
html-safe-nonce761d56a75c376b18c8f9e27152e49090106e7998854e8bac638779116f710f08
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5RUZBOjNEODAyQjo5MzAwRDhEOkM2RDNCRjA6NkE0QjhFMDgiLCJ2aXNpdG9yX2lkIjoiODgyNTIxODAxNzU2NDI2NTk5MiIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacced289b060f1a3670fa6d6ea889696bed16470a5481160eee63b324084ea5a4f
hovercard-subject-tagrepository:324543167
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/nnakul/language-modelling
twitter:imagehttps://opengraph.githubassets.com/be135ef9548c8ac3e625ebd6e957073b1b1d64625f9d96217ca0454a25ddbc0e/nnakul/language-modelling
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/be135ef9548c8ac3e625ebd6e957073b1b1d64625f9d96217ca0454a25ddbc0e/nnakul/language-modelling
og:image:altUsing language modelling to develop a text-completion application; studying interpolation of several n-gram models and opimisation of interpolation weights to minimise the perplexity of the model....
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonea7e470aeb8fedd833ae331b0a162f6c5a72c09b899dd94a7cd531e5e0e3a93d5
turbo-cache-controlno-cache
go-importgithub.com/nnakul/language-modelling git https://github.com/nnakul/language-modelling.git
octolytics-dimension-user_id66432513
octolytics-dimension-user_loginnnakul
octolytics-dimension-repository_id324543167
octolytics-dimension-repository_nwonnakul/language-modelling
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id324543167
octolytics-dimension-repository_network_root_nwonnakul/language-modelling
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
releasea7be52fb512b3d5e8c0e1590b7977528963b9481
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/nnakul/language-modelling#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fnnakul%2Flanguage-modelling
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fnnakul%2Flanguage-modelling
Sign up https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=nnakul%2Flanguage-modelling
Reloadhttps://github.com/nnakul/language-modelling
Reloadhttps://github.com/nnakul/language-modelling
Reloadhttps://github.com/nnakul/language-modelling
nnakul https://github.com/nnakul
language-modellinghttps://github.com/nnakul/language-modelling
Notifications https://github.com/login?return_to=%2Fnnakul%2Flanguage-modelling
Fork 0 https://github.com/login?return_to=%2Fnnakul%2Flanguage-modelling
Star 3 https://github.com/login?return_to=%2Fnnakul%2Flanguage-modelling
Code https://github.com/nnakul/language-modelling
Issues 0 https://github.com/nnakul/language-modelling/issues
Pull requests 0 https://github.com/nnakul/language-modelling/pulls
Actions https://github.com/nnakul/language-modelling/actions
Projects https://github.com/nnakul/language-modelling/projects
Security and quality 0 https://github.com/nnakul/language-modelling/security
Insights https://github.com/nnakul/language-modelling/pulse
Code https://github.com/nnakul/language-modelling
Issues https://github.com/nnakul/language-modelling/issues
Pull requests https://github.com/nnakul/language-modelling/pulls
Actions https://github.com/nnakul/language-modelling/actions
Projects https://github.com/nnakul/language-modelling/projects
Security and quality https://github.com/nnakul/language-modelling/security
Insights https://github.com/nnakul/language-modelling/pulse
https://github.com/nnakul/language-modelling
Brancheshttps://github.com/nnakul/language-modelling/branches
Tagshttps://github.com/nnakul/language-modelling/tags
https://github.com/nnakul/language-modelling/branches
https://github.com/nnakul/language-modelling/tags
52 Commitshttps://github.com/nnakul/language-modelling/commits/main/
https://github.com/nnakul/language-modelling/commits/main/
CONSTRUCTING_NGRAM_MODELShttps://github.com/nnakul/language-modelling/tree/main/CONSTRUCTING_NGRAM_MODELS
CONSTRUCTING_NGRAM_MODELShttps://github.com/nnakul/language-modelling/tree/main/CONSTRUCTING_NGRAM_MODELS
EXAMPLEShttps://github.com/nnakul/language-modelling/tree/main/EXAMPLES
EXAMPLEShttps://github.com/nnakul/language-modelling/tree/main/EXAMPLES
PLOTShttps://github.com/nnakul/language-modelling/tree/main/PLOTS
PLOTShttps://github.com/nnakul/language-modelling/tree/main/PLOTS
BIGRAM_MODEL_COUNThttps://github.com/nnakul/language-modelling/blob/main/BIGRAM_MODEL_COUNT
BIGRAM_MODEL_COUNThttps://github.com/nnakul/language-modelling/blob/main/BIGRAM_MODEL_COUNT
BIGRAM_MODEL_PROBhttps://github.com/nnakul/language-modelling/blob/main/BIGRAM_MODEL_PROB
BIGRAM_MODEL_PROBhttps://github.com/nnakul/language-modelling/blob/main/BIGRAM_MODEL_PROB
LICENSEhttps://github.com/nnakul/language-modelling/blob/main/LICENSE
LICENSEhttps://github.com/nnakul/language-modelling/blob/main/LICENSE
MODEL_INTERPOLATION.pyhttps://github.com/nnakul/language-modelling/blob/main/MODEL_INTERPOLATION.py
MODEL_INTERPOLATION.pyhttps://github.com/nnakul/language-modelling/blob/main/MODEL_INTERPOLATION.py
OPTIMISE_INTERPOLATION_O1.pyhttps://github.com/nnakul/language-modelling/blob/main/OPTIMISE_INTERPOLATION_O1.py
OPTIMISE_INTERPOLATION_O1.pyhttps://github.com/nnakul/language-modelling/blob/main/OPTIMISE_INTERPOLATION_O1.py
OPTIMISE_INTERPOLATION_O2.pyhttps://github.com/nnakul/language-modelling/blob/main/OPTIMISE_INTERPOLATION_O2.py
OPTIMISE_INTERPOLATION_O2.pyhttps://github.com/nnakul/language-modelling/blob/main/OPTIMISE_INTERPOLATION_O2.py
QUADGRAM_MODEL_COUNT_O1https://github.com/nnakul/language-modelling/blob/main/QUADGRAM_MODEL_COUNT_O1
QUADGRAM_MODEL_COUNT_O1https://github.com/nnakul/language-modelling/blob/main/QUADGRAM_MODEL_COUNT_O1
QUADGRAM_MODEL_COUNT_O2https://github.com/nnakul/language-modelling/blob/main/QUADGRAM_MODEL_COUNT_O2
QUADGRAM_MODEL_COUNT_O2https://github.com/nnakul/language-modelling/blob/main/QUADGRAM_MODEL_COUNT_O2
QUADGRAM_MODEL_PROB_O1https://github.com/nnakul/language-modelling/blob/main/QUADGRAM_MODEL_PROB_O1
QUADGRAM_MODEL_PROB_O1https://github.com/nnakul/language-modelling/blob/main/QUADGRAM_MODEL_PROB_O1
QUADGRAM_MODEL_PROB_O2https://github.com/nnakul/language-modelling/blob/main/QUADGRAM_MODEL_PROB_O2
QUADGRAM_MODEL_PROB_O2https://github.com/nnakul/language-modelling/blob/main/QUADGRAM_MODEL_PROB_O2
README.mdhttps://github.com/nnakul/language-modelling/blob/main/README.md
README.mdhttps://github.com/nnakul/language-modelling/blob/main/README.md
TEST_CORPUS.txthttps://github.com/nnakul/language-modelling/blob/main/TEST_CORPUS.txt
TEST_CORPUS.txthttps://github.com/nnakul/language-modelling/blob/main/TEST_CORPUS.txt
TEXT_GENERATOR.pyhttps://github.com/nnakul/language-modelling/blob/main/TEXT_GENERATOR.py
TEXT_GENERATOR.pyhttps://github.com/nnakul/language-modelling/blob/main/TEXT_GENERATOR.py
TRAIN_CORPUS.txthttps://github.com/nnakul/language-modelling/blob/main/TRAIN_CORPUS.txt
TRAIN_CORPUS.txthttps://github.com/nnakul/language-modelling/blob/main/TRAIN_CORPUS.txt
TRIGRAM_MODEL_COUNT_O1https://github.com/nnakul/language-modelling/blob/main/TRIGRAM_MODEL_COUNT_O1
TRIGRAM_MODEL_COUNT_O1https://github.com/nnakul/language-modelling/blob/main/TRIGRAM_MODEL_COUNT_O1
TRIGRAM_MODEL_COUNT_O2https://github.com/nnakul/language-modelling/blob/main/TRIGRAM_MODEL_COUNT_O2
TRIGRAM_MODEL_COUNT_O2https://github.com/nnakul/language-modelling/blob/main/TRIGRAM_MODEL_COUNT_O2
TRIGRAM_MODEL_PROB_O1https://github.com/nnakul/language-modelling/blob/main/TRIGRAM_MODEL_PROB_O1
TRIGRAM_MODEL_PROB_O1https://github.com/nnakul/language-modelling/blob/main/TRIGRAM_MODEL_PROB_O1
TRIGRAM_MODEL_PROB_O2https://github.com/nnakul/language-modelling/blob/main/TRIGRAM_MODEL_PROB_O2
TRIGRAM_MODEL_PROB_O2https://github.com/nnakul/language-modelling/blob/main/TRIGRAM_MODEL_PROB_O2
UNIGRAM_MODEL_PROBhttps://github.com/nnakul/language-modelling/blob/main/UNIGRAM_MODEL_PROB
UNIGRAM_MODEL_PROBhttps://github.com/nnakul/language-modelling/blob/main/UNIGRAM_MODEL_PROB
READMEhttps://github.com/nnakul/language-modelling
GPL-3.0 licensehttps://github.com/nnakul/language-modelling
https://github.com/nnakul/language-modelling#about
https://github.com/nnakul/language-modelling#contents
https://github.com/nnakul/language-modelling#text-generation-text_generatorpy
https://github.com/nnakul/language-modelling/blob/main/EXAMPLES/EXAMPLE_O1.png
https://github.com/nnakul/language-modelling/blob/main/EXAMPLES/EXAMPLE_O2.png
https://github.com/nnakul/language-modelling/blob/main/EXAMPLES/EXAMPLE_O3.png
https://github.com/nnakul/language-modelling#interpolation-of-several-models-model_interpolationpy
https://github.com/nnakul/language-modelling/blob/main/PLOTS/plot_01.png
https://github.com/nnakul/language-modelling#optimised-interpolation-of-models
https://github.com/nnakul/language-modelling#mixing-n-gram-models-with-uniform-model-only-optimise_interpolation_o1py
https://github.com/nnakul/language-modelling/blob/main/PLOTS/plot_02.png
https://github.com/nnakul/language-modelling#mixing-several-n-gram-models-optimise_interpolation_o2py
natural-language-processing https://github.com/topics/natural-language-processing
markov-chain https://github.com/topics/markov-chain
language-model https://github.com/topics/language-model
text-generator https://github.com/topics/text-generator
gradient-descent-algorithm https://github.com/topics/gradient-descent-algorithm
model-interpolations https://github.com/topics/model-interpolations
Readme https://github.com/nnakul/language-modelling#readme-ov-file
GPL-3.0 license https://github.com/nnakul/language-modelling#GPL-3.0-1-ov-file
Please reload this pagehttps://github.com/nnakul/language-modelling
Activityhttps://github.com/nnakul/language-modelling/activity
0 forkshttps://github.com/nnakul/language-modelling/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fnnakul%2Flanguage-modelling&report=nnakul+%28user%29
Releaseshttps://github.com/nnakul/language-modelling/releases
Packages 0https://github.com/users/nnakul/packages?repo_name=language-modelling
Please reload this pagehttps://github.com/nnakul/language-modelling
Contributorshttps://github.com/nnakul/language-modelling/graphs/contributors
Please reload this pagehttps://github.com/nnakul/language-modelling
Python 100.0% https://github.com/nnakul/language-modelling/search?l=python
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.