René's URL Explorer Experiment


Title: GitHub - akashe/Python-Code-Generation: Using language model with attention mechanisms to write python code from an English prompt.

Open Graph Title: GitHub - akashe/Python-Code-Generation: Using language model with attention mechanisms to write python code from an English prompt.

X Title: GitHub - akashe/Python-Code-Generation: Using language model with attention mechanisms to write python code from an English prompt.

Description: Using language model with attention mechanisms to write python code from an English prompt. - akashe/Python-Code-Generation

Open Graph Description: Using language model with attention mechanisms to write python code from an English prompt. - akashe/Python-Code-Generation

X Description: Using language model with attention mechanisms to write python code from an English prompt. - akashe/Python-Code-Generation

Opengraph URL: https://github.com/akashe/Python-Code-Generation

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:8ae7cf38-7994-c046-d4a3-f8f5c8b3e9fb
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idC006:9F0EE:5A5EF0:7C270D:698F247D
html-safe-nonce4f81af34c479eccc8d0e8d490c3f82debdfcd80629d148f6b1f761974cbb9a11
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDMDA2OjlGMEVFOjVBNUVGMDo3QzI3MEQ6Njk4RjI0N0QiLCJ2aXNpdG9yX2lkIjoiMTA2MzA0Nzk1NDIwNDQwMjgxMyIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacb8151f23cb245be546640346c8e1b033aa02ab1daaaf5fcc0b51a331a0625266
hovercard-subject-tagrepository:343533934
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/akashe/Python-Code-Generation
twitter:imagehttps://opengraph.githubassets.com/3f51908e1ecac9f6159d3f575328395d8868caa336bd61aec195f514d30e032f/akashe/Python-Code-Generation
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/3f51908e1ecac9f6159d3f575328395d8868caa336bd61aec195f514d30e032f/akashe/Python-Code-Generation
og:image:altUsing language model with attention mechanisms to write python code from an English prompt. - akashe/Python-Code-Generation
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None6102991c714c1a6a27d05fb4f96ea6ca87a6750b4f093b95cc57ed1b84b145a1
turbo-cache-controlno-preview
go-importgithub.com/akashe/Python-Code-Generation git https://github.com/akashe/Python-Code-Generation.git
octolytics-dimension-user_id7673060
octolytics-dimension-user_loginakashe
octolytics-dimension-repository_id343533934
octolytics-dimension-repository_nwoakashe/Python-Code-Generation
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id343533934
octolytics-dimension-repository_network_root_nwoakashe/Python-Code-Generation
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
release1f991dff419ee6d80807c889c647c151386ba074
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fakashe%2FPython-Code-Generation
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
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
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fakashe%2FPython-Code-Generation
Sign up https://patch-diff.githubusercontent.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=akashe%2FPython-Code-Generation
Reloadhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation
Reloadhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation
Reloadhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation
akashe https://patch-diff.githubusercontent.com/akashe
Python-Code-Generationhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fakashe%2FPython-Code-Generation
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fakashe%2FPython-Code-Generation
Star 3 https://patch-diff.githubusercontent.com/login?return_to=%2Fakashe%2FPython-Code-Generation
3 stars https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/stargazers
0 forks https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/forks
Branches https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/branches
Tags https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/tags
Activity https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fakashe%2FPython-Code-Generation
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fakashe%2FPython-Code-Generation
Code https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation
Issues 0 https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/issues
Pull requests 0 https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/pulls
Actions https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/actions
Projects 0 https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/projects
Security 0 https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/security
Insights https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/pulse
Code https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation
Issues https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/issues
Pull requests https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/pulls
Actions https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/actions
Projects https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/projects
Security https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/security
Insights https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/pulse
Brancheshttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/branches
Tagshttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/tags
https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/branches
https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/tags
40 Commitshttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/commits/main/
https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/commits/main/
.ideahttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/tree/main/.idea
.ideahttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/tree/main/.idea
datahttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/tree/main/data
datahttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/tree/main/data
Conala_with_original_data.ipynbhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/Conala_with_original_data.ipynb
Conala_with_original_data.ipynbhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/Conala_with_original_data.ipynb
Conala_with_original_data_with_python_embeddings.ipynbhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/Conala_with_original_data_with_python_embeddings.ipynb
Conala_with_original_data_with_python_embeddings.ipynbhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/Conala_with_original_data_with_python_embeddings.ipynb
Embedding_layer_for_python.ipynbhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/Embedding_layer_for_python.ipynb
Embedding_layer_for_python.ipynbhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/Embedding_layer_for_python.ipynb
Notebook_with_model_code_improved_for_jit_script.ipynbhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/Notebook_with_model_code_improved_for_jit_script.ipynb
Notebook_with_model_code_improved_for_jit_script.ipynbhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/Notebook_with_model_code_improved_for_jit_script.ipynb
Original_data_with_penalty.ipynbhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/Original_data_with_penalty.ipynb
Original_data_with_penalty.ipynbhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/Original_data_with_penalty.ipynb
Python_Embeddings_on_CoNaLa_mined_data.ipynbhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/Python_Embeddings_on_CoNaLa_mined_data.ipynb
Python_Embeddings_on_CoNaLa_mined_data.ipynbhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/Python_Embeddings_on_CoNaLa_mined_data.ipynb
README.mdhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/README.md
Vanilla_Enocder_Decoder_Architecture.ipynbhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/Vanilla_Enocder_Decoder_Architecture.ipynb
Vanilla_Enocder_Decoder_Architecture.ipynbhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/Vanilla_Enocder_Decoder_Architecture.ipynb
Vanilla_Enocder_Decoder_Architecture_with_character_wise_decoder_vocab.ipynbhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/Vanilla_Enocder_Decoder_Architecture_with_character_wise_decoder_vocab.ipynb
Vanilla_Enocder_Decoder_Architecture_with_character_wise_decoder_vocab.ipynbhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/Vanilla_Enocder_Decoder_Architecture_with_character_wise_decoder_vocab.ipynb
commands_for_torchserve_deployment.txthttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/commands_for_torchserve_deployment.txt
commands_for_torchserve_deployment.txthttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/commands_for_torchserve_deployment.txt
custom_handler_for_deployment.pyhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/custom_handler_for_deployment.py
custom_handler_for_deployment.pyhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/custom_handler_for_deployment.py
data_processing.pyhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/data_processing.py
data_processing.pyhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/data_processing.py
model.pyhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/model.py
model.pyhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/model.py
test.pyhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/test.py
test.pyhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/blob/main/test.py
READMEhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation
https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation#python-code-generation
https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation#observations
https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation#steps-taken-for-data-cleaning
tokenizerhttps://docs.python.org/3/library/tokenize.html
https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation#steps-for-data-processing
https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation#loss-function
additional penaltyhttps://github.com/akashe/Python-Code-Generation/blob/main/Original_data_with_penalty.ipynb
https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation#python-embeddings
python embeddingshttps://github.com/akashe/Python-Code-Generation/blob/main/Python_Embeddings_on_CoNaLa_mined_data.ipynb
CONALA mined datasethttps://conala-corpus.github.io/
https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation#data-expansion
https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation#architecture
"Attention is all you need."https://arxiv.org/abs/1706.03762
https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation#evaluation-metrics
ROUGE-L metrichttps://www.aclweb.org/anthology/P04-1077.pdf
this filehttps://github.com/akashe/Python-Code-Generation/blob/main/Conala_with_original_data_with_python_embeddings.ipynb
https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation#experiments
Vanilla encoder-decoder architecture with word vocabhttps://github.com/akashe/Python-Code-Generation/blob/main/Vanilla_Enocder_Decoder_Architecture.ipynb
Vanilla encoder-decoder architecture with char vocabhttps://github.com/akashe/Python-Code-Generation/blob/main/Vanilla_Enocder_Decoder_Architecture_with_character_wise_decoder_vocab.ipynb
Penalty for wrong executionhttps://github.com/akashe/Python-Code-Generation/blob/main/Original_data_with_penalty.ipynb
Training python embeddingshttps://github.com/akashe/Python-Code-Generation/blob/main/Python_Embeddings_on_CoNaLa_mined_data.ipynb
Conala data with original datahttps://github.com/akashe/Python-Code-Generation/blob/main/Conala_with_original_data.ipynb
Conala data with original with python Embeddingshttps://github.com/akashe/Python-Code-Generation/blob/main/Conala_with_original_data_with_python_embeddings.ipynb
https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation#example-outputs
file here for example outputshttps://github.com/akashe/Python-Code-Generation/blob/main/data/example_output.txt
this filehttps://github.com/akashe/Python-Code-Generation/blob/main/Conala_with_original_data_with_python_embeddings.ipynb
https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation#attention-graphs-between-text-and-python-code
https://arxiv.org/pdf/2002.05442.pdfhttps://arxiv.org/pdf/2002.05442.pdf
big-code https://patch-diff.githubusercontent.com/topics/big-code
source-code-generator https://patch-diff.githubusercontent.com/topics/source-code-generator
source-code-modelling https://patch-diff.githubusercontent.com/topics/source-code-modelling
python-source-code-generation https://patch-diff.githubusercontent.com/topics/python-source-code-generation
program-generation https://patch-diff.githubusercontent.com/topics/program-generation
english-to-python https://patch-diff.githubusercontent.com/topics/english-to-python
Readme https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation#readme-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation
Activityhttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/activity
3 starshttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/stargazers
1 watchinghttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/watchers
0 forkshttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fakashe%2FPython-Code-Generation&report=akashe+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/releases
Packages 0https://patch-diff.githubusercontent.com/users/akashe/packages?repo_name=Python-Code-Generation
Jupyter Notebook 97.6% https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/search?l=jupyter-notebook
Python 2.4% https://patch-diff.githubusercontent.com/akashe/Python-Code-Generation/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.