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| ui-target | canary-1 |
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| color-scheme | light dark |
| Skip to content | https://github.com/github/CodeSearchNet#start-of-content |
|
| https://github.com/ |
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Sign in
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| GitHub CopilotWrite better code with AI | https://github.com/features/copilot |
| GitHub SparkBuild and deploy intelligent apps | https://github.com/features/spark |
| GitHub ModelsManage and compare prompts | https://github.com/features/models |
| MCP RegistryNewIntegrate external tools | https://github.com/mcp |
| ActionsAutomate any workflow | https://github.com/features/actions |
| CodespacesInstant dev environments | https://github.com/features/codespaces |
| IssuesPlan and track work | https://github.com/features/issues |
| Code ReviewManage code changes | https://github.com/features/code-review |
| GitHub Advanced SecurityFind and fix vulnerabilities | https://github.com/security/advanced-security |
| Code securitySecure your code as you build | https://github.com/security/advanced-security/code-security |
| Secret protectionStop leaks before they start | https://github.com/security/advanced-security/secret-protection |
| Why GitHub | https://github.com/why-github |
| Documentation | https://docs.github.com |
| Blog | https://github.blog |
| Changelog | https://github.blog/changelog |
| Marketplace | https://github.com/marketplace |
| View all features | https://github.com/features |
| Enterprises | https://github.com/enterprise |
| Small and medium teams | https://github.com/team |
| Startups | https://github.com/enterprise/startups |
| Nonprofits | https://github.com/solutions/industry/nonprofits |
| App Modernization | https://github.com/solutions/use-case/app-modernization |
| DevSecOps | https://github.com/solutions/use-case/devsecops |
| DevOps | https://github.com/solutions/use-case/devops |
| CI/CD | https://github.com/solutions/use-case/ci-cd |
| View all use cases | https://github.com/solutions/use-case |
| Healthcare | https://github.com/solutions/industry/healthcare |
| Financial services | https://github.com/solutions/industry/financial-services |
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| Government | https://github.com/solutions/industry/government |
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| Customer stories | https://github.com/customer-stories |
| Events & webinars | https://github.com/resources/events |
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| Business insights | https://github.com/solutions/executive-insights |
| GitHub Skills | https://skills.github.com |
| Documentation | https://docs.github.com |
| Customer support | https://support.github.com |
| Community forum | https://github.com/orgs/community/discussions |
| Trust center | https://github.com/trust-center |
| Partners | https://github.com/partners |
| GitHub SponsorsFund open source developers | https://github.com/sponsors |
| Security Lab | https://securitylab.github.com |
| Maintainer Community | https://maintainers.github.com |
| Accelerator | https://github.com/accelerator |
| Archive Program | https://archiveprogram.github.com |
| Topics | https://github.com/topics |
| Trending | https://github.com/trending |
| Collections | https://github.com/collections |
| Enterprise platformAI-powered developer platform | https://github.com/enterprise |
| GitHub Advanced SecurityEnterprise-grade security features | https://github.com/security/advanced-security |
| Copilot for BusinessEnterprise-grade AI features | https://github.com/features/copilot/copilot-business |
| Premium SupportEnterprise-grade 24/7 support | https://github.com/premium-support |
| Pricing | https://github.com/pricing |
| Search syntax tips | https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax |
| documentation | https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax |
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Sign in
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Sign up
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| Reload | https://github.com/github/CodeSearchNet |
| Reload | https://github.com/github/CodeSearchNet |
| Reload | https://github.com/github/CodeSearchNet |
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github
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| CodeSearchNet | https://github.com/github/CodeSearchNet |
|
Notifications
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Fork
410
| https://github.com/login?return_to=%2Fgithub%2FCodeSearchNet |
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Star
2.4k
| https://github.com/login?return_to=%2Fgithub%2FCodeSearchNet |
| arxiv.org/abs/1909.09436 | https://arxiv.org/abs/1909.09436 |
|
MIT license
| https://github.com/github/CodeSearchNet/blob/master/LICENSE |
|
2.4k
stars
| https://github.com/github/CodeSearchNet/stargazers |
|
410
forks
| https://github.com/github/CodeSearchNet/forks |
|
Branches
| https://github.com/github/CodeSearchNet/branches |
|
Tags
| https://github.com/github/CodeSearchNet/tags |
|
Activity
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Star
| https://github.com/login?return_to=%2Fgithub%2FCodeSearchNet |
|
Notifications
| https://github.com/login?return_to=%2Fgithub%2FCodeSearchNet |
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Code
| https://github.com/github/CodeSearchNet |
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Issues
14
| https://github.com/github/CodeSearchNet/issues |
|
Pull requests
0
| https://github.com/github/CodeSearchNet/pulls |
|
Actions
| https://github.com/github/CodeSearchNet/actions |
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Projects
0
| https://github.com/github/CodeSearchNet/projects |
|
Models
| https://github.com/github/CodeSearchNet/models |
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| Please reload this page | https://github.com/github/CodeSearchNet |
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Insights
| https://github.com/github/CodeSearchNet/pulse |
|
Code
| https://github.com/github/CodeSearchNet |
|
Issues
| https://github.com/github/CodeSearchNet/issues |
|
Pull requests
| https://github.com/github/CodeSearchNet/pulls |
|
Actions
| https://github.com/github/CodeSearchNet/actions |
|
Projects
| https://github.com/github/CodeSearchNet/projects |
|
Models
| https://github.com/github/CodeSearchNet/models |
|
Security
| https://github.com/github/CodeSearchNet/security |
|
Insights
| https://github.com/github/CodeSearchNet/pulse |
| Branches | https://github.com/github/CodeSearchNet/branches |
| Tags | https://github.com/github/CodeSearchNet/tags |
| https://github.com/github/CodeSearchNet/branches |
| https://github.com/github/CodeSearchNet/tags |
| 286 Commits | https://github.com/github/CodeSearchNet/commits/master/ |
| https://github.com/github/CodeSearchNet/commits/master/ |
| .github/workflows | https://github.com/github/CodeSearchNet/tree/master/.github/workflows |
| .github/workflows | https://github.com/github/CodeSearchNet/tree/master/.github/workflows |
| benchmarks | https://github.com/github/CodeSearchNet/tree/master/benchmarks |
| benchmarks | https://github.com/github/CodeSearchNet/tree/master/benchmarks |
| docker | https://github.com/github/CodeSearchNet/tree/master/docker |
| docker | https://github.com/github/CodeSearchNet/tree/master/docker |
| function_parser | https://github.com/github/CodeSearchNet/tree/master/function_parser |
| function_parser | https://github.com/github/CodeSearchNet/tree/master/function_parser |
| images | https://github.com/github/CodeSearchNet/tree/master/images |
| images | https://github.com/github/CodeSearchNet/tree/master/images |
| notebooks | https://github.com/github/CodeSearchNet/tree/master/notebooks |
| notebooks | https://github.com/github/CodeSearchNet/tree/master/notebooks |
| resources | https://github.com/github/CodeSearchNet/tree/master/resources |
| resources | https://github.com/github/CodeSearchNet/tree/master/resources |
| script | https://github.com/github/CodeSearchNet/tree/master/script |
| script | https://github.com/github/CodeSearchNet/tree/master/script |
| src | https://github.com/github/CodeSearchNet/tree/master/src |
| src | https://github.com/github/CodeSearchNet/tree/master/src |
| tests/data | https://github.com/github/CodeSearchNet/tree/master/tests/data |
| tests/data | https://github.com/github/CodeSearchNet/tree/master/tests/data |
| .dockerignore | https://github.com/github/CodeSearchNet/blob/master/.dockerignore |
| .dockerignore | https://github.com/github/CodeSearchNet/blob/master/.dockerignore |
| .gitignore | https://github.com/github/CodeSearchNet/blob/master/.gitignore |
| .gitignore | https://github.com/github/CodeSearchNet/blob/master/.gitignore |
| BENCHMARK.md | https://github.com/github/CodeSearchNet/blob/master/BENCHMARK.md |
| BENCHMARK.md | https://github.com/github/CodeSearchNet/blob/master/BENCHMARK.md |
| CODE_OF_CONDUCT.md | https://github.com/github/CodeSearchNet/blob/master/CODE_OF_CONDUCT.md |
| CODE_OF_CONDUCT.md | https://github.com/github/CodeSearchNet/blob/master/CODE_OF_CONDUCT.md |
| CONTRIBUTING.md | https://github.com/github/CodeSearchNet/blob/master/CONTRIBUTING.md |
| CONTRIBUTING.md | https://github.com/github/CodeSearchNet/blob/master/CONTRIBUTING.md |
| LICENSE | https://github.com/github/CodeSearchNet/blob/master/LICENSE |
| LICENSE | https://github.com/github/CodeSearchNet/blob/master/LICENSE |
| README.md | https://github.com/github/CodeSearchNet/blob/master/README.md |
| README.md | https://github.com/github/CodeSearchNet/blob/master/README.md |
| README | https://github.com/github/CodeSearchNet |
| Code of conduct | https://github.com/github/CodeSearchNet |
| Contributing | https://github.com/github/CodeSearchNet |
| MIT license | https://github.com/github/CodeSearchNet |
| Security | https://github.com/github/CodeSearchNet |
| https://github.com/github/CodeSearchNet/workflows/Smoke%20Test/badge.svg |
| https://opensource.org/licenses/MIT |
| https://www.python.org/downloads/release/python-360/ |
| https://app.wandb.ai/github/CodeSearchNet/benchmark |
| https://github.com/github/CodeSearchNet#the-codesearchnet-challenge-has-been-concluded |
| Evaluation | https://github.com/github/CodeSearchNet#evaluation |
| Quickstart | https://github.com/github/CodeSearchNet#quickstart |
| Introduction | https://github.com/github/CodeSearchNet#introduction |
| Project Overview | https://github.com/github/CodeSearchNet#project-overview |
| Data | https://github.com/github/CodeSearchNet#data |
| Evaluation | https://github.com/github/CodeSearchNet#evaluation |
| Annotations | https://github.com/github/CodeSearchNet#annotations |
| Setup | https://github.com/github/CodeSearchNet#setup |
| Data Details | https://github.com/github/CodeSearchNet#data-details |
| Data Acquisition | https://github.com/github/CodeSearchNet#data-acquisition |
| Schema & Format | https://github.com/github/CodeSearchNet#schema--format |
| Downloading Data from S3 | https://github.com/github/CodeSearchNet#downloading-data-from-s3 |
| Running our Baseline Model | https://github.com/github/CodeSearchNet#running-our-baseline-model |
| Model Architecture | https://github.com/github/CodeSearchNet#model-architecture |
| Training | https://github.com/github/CodeSearchNet#training |
| References | https://github.com/github/CodeSearchNet#references |
| Benchmark | https://github.com/github/CodeSearchNet#benchmark |
| How to Contribute | https://github.com/github/CodeSearchNet#how-to-contribute |
| Other READMEs | https://github.com/github/CodeSearchNet#other-readmes |
| W&B Setup | https://github.com/github/CodeSearchNet#wb-setup |
| Licenses | https://github.com/github/CodeSearchNet#licenses |
| https://github.com/github/CodeSearchNet#quickstart |
| Docker | https://docs.docker.com/get-started/ |
| Nvidia-Docker | https://github.com/NVIDIA/nvidia-docker |
| CUDA 9.0 | https://developer.nvidia.com/cuda-90-download-archive |
| community benchmark | https://app.wandb.ai/github/CodeSearchNet/benchmark |
| instructions | https://github.com/github/CodeSearchNet/blob/master/BENCHMARK.md |
| https://github.com/github/CodeSearchNet#introduction |
| https://github.com/github/CodeSearchNet#project-overview |
| CodeSearchNet | https://arxiv.org/abs/1909.09436 |
| blog post | https://githubengineering.com/towards-natural-language-semantic-code-search/ |
| Deep Program Understanding | https://www.microsoft.com/en-us/research/project/program/ |
| Microsoft Research - Cambridge | https://www.microsoft.com/en-us/research/lab/microsoft-research-cambridge/ |
| shared community benchmark | https://app.wandb.ai/github/CodeSearchNet/benchmark |
| Weights & Biases | https://www.wandb.com/ |
| technical report | https://arxiv.org/abs/1909.09436 |
| https://github.com/github/CodeSearchNet#data |
| docstrings | https://en.wikipedia.org/wiki/Docstring |
| this notebook | https://github.com/github/CodeSearchNet/blob/master/notebooks/ExploreData.ipynb |
| this section | https://github.com/github/CodeSearchNet#data-details |
| https://github.com/github/CodeSearchNet#evaluation |
| Normalized Discounted Cumulative Gain | https://en.wikipedia.org/wiki/Discounted_cumulative_gain#Normalized_DCG |
| this paper | https://arxiv.org/abs/1909.09436 |
| here | https://github.com/github/CodeSearchNet/blob/master/src/relevanceeval.py |
| https://github.com/github/CodeSearchNet#annotations |
| queries | https://github.com/github/CodeSearchNet/blob/master/resources/queries.csv |
| this paper | https://arxiv.org/abs/1909.09436 |
| here | https://github.com/github/CodeSearchNet/blob/master/resources/annotationStore.csv |
| https://github.com/github/CodeSearchNet#setup |
| official docs | https://docs.docker.com/get-started/ |
| Nvidia-Docker | https://github.com/NVIDIA/nvidia-docker |
| blog post | https://towardsdatascience.com/how-docker-can-help-you-become-a-more-effective-data-scientist-7fc048ef91d5 |
| here | https://github.com/github/CodeSearchNet/blob/master/resources/README.md |
| Data Details | https://github.com/github/CodeSearchNet#data-details |
| this notebook | https://github.com/github/CodeSearchNet/blob/master/notebooks/ExploreData.ipynb |
| https://github.com/github/CodeSearchNet#data-details |
| https://github.com/github/CodeSearchNet#data-acquisition |
| setup steps | https://github.com/github/CodeSearchNet#setup |
| this directory structure | https://github.com/github/CodeSearchNet/blob/master/resources/README.md |
| https://github.com/github/CodeSearchNet#schema--format |
| jsonlines | http://jsonlines.org/ |
| this notebook | https://github.com/github/CodeSearchNet/blob/master/notebooks/ExploreData.ipynb |
| https://github.com/github/CodeSearchNet#downloading-data-from-s3 |
| https://s3.amazonaws.com/code-search-net/CodeSearchNet/v2/{python,java,go,php,javascript,ruby}.zip | https://s3.amazonaws.com/code-search-net/CodeSearchNet/v2/%7Bpython,java,go,php,javascript,ruby%7D.zip |
| https://s3.amazonaws.com/code-search-net/CodeSearchNet/v2/java.zip | https://s3.amazonaws.com/code-search-net/CodeSearchNet/v2/java.zip |
| here | https://github.com/github/CodeSearchNet/blob/master/resources/README.md |
| https://github.com/github/CodeSearchNet#human-relevance-judgements |
| here | https://github.com/github/CodeSearchNet/blob/master/resources/annotationStore.csv |
| here | https://github.com/github/CodeSearchNet#schema--format |
| https://github.com/github/CodeSearchNet#running-our-baseline-model |
| AWS P3-V100 | https://aws.amazon.com/ec2/instance-types/p3/ |
| https://github.com/github/CodeSearchNet#model-architecture |
| https://github.com/github/CodeSearchNet/blob/master/images/architecture.png |
| https://github.com/github/CodeSearchNet#training |
| Cuda v9.0 | https://developer.nvidia.com/cuda-90-download-archive |
| AWS P3-V100 | https://aws.amazon.com/ec2/instance-types/p3/ |
| W&B | https://docs.wandb.com/docs/started.html |
| per the instructions below | https://github.com/github/CodeSearchNet#wb-setup |
| https://github.com/github/CodeSearchNet#references |
| https://github.com/github/CodeSearchNet#benchmark |
| Weights & Biases | https://www.wandb.com/ |
| these instructions | https://github.com/github/CodeSearchNet/blob/master/BENCHMARK.md |
| https://github.com/github/CodeSearchNet#how-to-contribute |
| more specific guidelines for contributing to this repository | https://github.com/github/CodeSearchNet/blob/master/CONTRIBUTING.md |
| Code of Conduct | https://github.com/github/CodeSearchNet/blob/master/CODE_OF_CONDUCT.md |
| https://github.com/github/CodeSearchNet#other-readmes |
| Submitting to the benchmark | https://github.com/github/CodeSearchNet/blob/master/BENCHMARK.md |
| Data structure | https://github.com/github/CodeSearchNet/blob/master/resources/README.md |
| https://github.com/github/CodeSearchNet#wb-setup |
| W&B profile settings page | https://app.wandb.ai/settings |
| https://github.com/github/CodeSearchNet#licenses |
| data download | https://github.com/github/CodeSearchNet#downloading-data-from-s3 |
| files | https://github.com/github/CodeSearchNet/blob/master/resources/README.md#directory-structure |
| MIT License | https://github.com/github/CodeSearchNet/blob/master/LICENSE |
| arxiv.org/abs/1909.09436 | https://arxiv.org/abs/1909.09436 |
|
python
| https://github.com/topics/python |
|
nlp
| https://github.com/topics/nlp |
|
data-science
| https://github.com/topics/data-science |
|
data
| https://github.com/topics/data |
|
machine-learning
| https://github.com/topics/machine-learning |
|
natural-language-processing
| https://github.com/topics/natural-language-processing |
|
deep-learning
| https://github.com/topics/deep-learning |
|
tensorflow
| https://github.com/topics/tensorflow |
|
ml
| https://github.com/topics/ml |
|
cnn
| https://github.com/topics/cnn |
|
open-data
| https://github.com/topics/open-data |
|
neural-networks
| https://github.com/topics/neural-networks |
|
rnn
| https://github.com/topics/rnn |
|
datasets
| https://github.com/topics/datasets |
|
representation-learning
| https://github.com/topics/representation-learning |
|
nlp-machine-learning
| https://github.com/topics/nlp-machine-learning |
|
bert
| https://github.com/topics/bert |
|
programming-language-theory
| https://github.com/topics/programming-language-theory |
|
self-attention
| https://github.com/topics/self-attention |
|
machine-learning-on-source-code
| https://github.com/topics/machine-learning-on-source-code |
|
Readme
| https://github.com/github/CodeSearchNet#readme-ov-file |
|
MIT license
| https://github.com/github/CodeSearchNet#MIT-1-ov-file |
|
Code of conduct
| https://github.com/github/CodeSearchNet#coc-ov-file |
|
Contributing
| https://github.com/github/CodeSearchNet#contributing-ov-file |
|
Security policy
| https://github.com/github/CodeSearchNet#security-ov-file |
| Please reload this page | https://github.com/github/CodeSearchNet |
|
Activity | https://github.com/github/CodeSearchNet/activity |
|
Custom properties | https://github.com/github/CodeSearchNet/custom-properties |
|
2.4k
stars | https://github.com/github/CodeSearchNet/stargazers |
|
57
watching | https://github.com/github/CodeSearchNet/watchers |
|
410
forks | https://github.com/github/CodeSearchNet/forks |
|
Report repository
| https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fgithub%2FCodeSearchNet&report=github+%28user%29 |
| Releases | https://github.com/github/CodeSearchNet/releases |
| Packages
0 | https://github.com/orgs/github/packages?repo_name=CodeSearchNet |
| Contributors
52 | https://github.com/github/CodeSearchNet/graphs/contributors |
| Please reload this page | https://github.com/github/CodeSearchNet |
| + 38 contributors | https://github.com/github/CodeSearchNet/graphs/contributors |
|
Jupyter Notebook
55.3%
| https://github.com/github/CodeSearchNet/search?l=jupyter-notebook |
|
Python
43.9%
| https://github.com/github/CodeSearchNet/search?l=python |
|
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