René's URL Explorer Experiment

Title: GitHub - NERDSstack/CodeSearchNet: Datasets, tools, and benchmarks for representation learning of code. · GitHub

Open Graph Title: GitHub - NERDSstack/CodeSearchNet: Datasets, tools, and benchmarks for representation learning of code.

X Title: GitHub - NERDSstack/CodeSearchNet: Datasets, tools, and benchmarks for representation learning of code.

Description: Datasets, tools, and benchmarks for representation learning of code. - NERDSstack/CodeSearchNet

Open Graph Description: Datasets, tools, and benchmarks for representation learning of code. - NERDSstack/CodeSearchNet

X Description: Datasets, tools, and benchmarks for representation learning of code. - NERDSstack/CodeSearchNet

Opengraph URL: https://github.com/NERDSstack/CodeSearchNet

X: @github

direct link

Domain: github.com

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og:image:alt	Datasets, tools, and benchmarks for representation learning of code. - NERDSstack/CodeSearchNet
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theme-color	#1e2327
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Links:

Skip to content	https://github.com/NERDSstack/CodeSearchNet#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FNERDSstack%2FCodeSearchNet
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
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
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CI/CD	https://github.com/solutions/use-case/ci-cd
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Enterprise platformAI-powered developer platform	https://github.com/enterprise
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Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/enterprise/premium-support
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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
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FNERDSstack%2FCodeSearchNet
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Reload	https://github.com/NERDSstack/CodeSearchNet
Reload	https://github.com/NERDSstack/CodeSearchNet
Reload	https://github.com/NERDSstack/CodeSearchNet
NERDSstack	https://github.com/NERDSstack
CodeSearchNet	https://github.com/NERDSstack/CodeSearchNet
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	https://github.com/NERDSstack/CodeSearchNet/commits/master/
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.github/workflows	https://github.com/NERDSstack/CodeSearchNet/tree/master/.github/workflows
benchmarks	https://github.com/NERDSstack/CodeSearchNet/tree/master/benchmarks
benchmarks	https://github.com/NERDSstack/CodeSearchNet/tree/master/benchmarks
docker	https://github.com/NERDSstack/CodeSearchNet/tree/master/docker
docker	https://github.com/NERDSstack/CodeSearchNet/tree/master/docker
function_parser	https://github.com/NERDSstack/CodeSearchNet/tree/master/function_parser
function_parser	https://github.com/NERDSstack/CodeSearchNet/tree/master/function_parser
images	https://github.com/NERDSstack/CodeSearchNet/tree/master/images
images	https://github.com/NERDSstack/CodeSearchNet/tree/master/images
notebooks	https://github.com/NERDSstack/CodeSearchNet/tree/master/notebooks
notebooks	https://github.com/NERDSstack/CodeSearchNet/tree/master/notebooks
resources	https://github.com/NERDSstack/CodeSearchNet/tree/master/resources
resources	https://github.com/NERDSstack/CodeSearchNet/tree/master/resources
script	https://github.com/NERDSstack/CodeSearchNet/tree/master/script
script	https://github.com/NERDSstack/CodeSearchNet/tree/master/script
src	https://github.com/NERDSstack/CodeSearchNet/tree/master/src
src	https://github.com/NERDSstack/CodeSearchNet/tree/master/src
tests/data	https://github.com/NERDSstack/CodeSearchNet/tree/master/tests/data
tests/data	https://github.com/NERDSstack/CodeSearchNet/tree/master/tests/data
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.gitignore	https://github.com/NERDSstack/CodeSearchNet/blob/master/.gitignore
BENCHMARK.md	https://github.com/NERDSstack/CodeSearchNet/blob/master/BENCHMARK.md
BENCHMARK.md	https://github.com/NERDSstack/CodeSearchNet/blob/master/BENCHMARK.md
CODE_OF_CONDUCT.md	https://github.com/NERDSstack/CodeSearchNet/blob/master/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.md	https://github.com/NERDSstack/CodeSearchNet/blob/master/CODE_OF_CONDUCT.md
CONTRIBUTING.md	https://github.com/NERDSstack/CodeSearchNet/blob/master/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/NERDSstack/CodeSearchNet/blob/master/CONTRIBUTING.md
LICENSE	https://github.com/NERDSstack/CodeSearchNet/blob/master/LICENSE
LICENSE	https://github.com/NERDSstack/CodeSearchNet/blob/master/LICENSE
README.md	https://github.com/NERDSstack/CodeSearchNet/blob/master/README.md
README.md	https://github.com/NERDSstack/CodeSearchNet/blob/master/README.md
README	https://github.com/NERDSstack/CodeSearchNet
Code of conduct	https://github.com/NERDSstack/CodeSearchNet
Contributing	https://github.com/NERDSstack/CodeSearchNet
MIT license	https://github.com/NERDSstack/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
Quickstart	https://github.com/NERDSstack/CodeSearchNet#quickstart
Introduction	https://github.com/NERDSstack/CodeSearchNet#introduction
Project Overview	https://github.com/NERDSstack/CodeSearchNet#project-overview
Data	https://github.com/NERDSstack/CodeSearchNet#data
Evaluation	https://github.com/NERDSstack/CodeSearchNet#evaluation
Annotations	https://github.com/NERDSstack/CodeSearchNet#annotations
Setup	https://github.com/NERDSstack/CodeSearchNet#setup
Data Details	https://github.com/NERDSstack/CodeSearchNet#data-details
Data Acquisition	https://github.com/NERDSstack/CodeSearchNet#data-acquisition
Schema & Format	https://github.com/NERDSstack/CodeSearchNet#schema--format
Downloading Data from S3	https://github.com/NERDSstack/CodeSearchNet#downloading-data-from-s3
Running our Baseline Model	https://github.com/NERDSstack/CodeSearchNet#running-our-baseline-model
Model Architecture	https://github.com/NERDSstack/CodeSearchNet#model-architecture
Training	https://github.com/NERDSstack/CodeSearchNet#training
References	https://github.com/NERDSstack/CodeSearchNet#references
Benchmark	https://github.com/NERDSstack/CodeSearchNet#benchmark
How to Contribute	https://github.com/NERDSstack/CodeSearchNet#how-to-contribute
Other READMEs	https://github.com/NERDSstack/CodeSearchNet#other-readmes
W&B Setup	https://github.com/NERDSstack/CodeSearchNet#wb-setup
Licenses	https://github.com/NERDSstack/CodeSearchNet#licenses
	https://github.com/NERDSstack/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/NERDSstack/CodeSearchNet/blob/master/BENCHMARK.md
	https://github.com/NERDSstack/CodeSearchNet#introduction
	https://github.com/NERDSstack/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/NERDSstack/CodeSearchNet#data
docstrings	https://en.wikipedia.org/wiki/Docstring
this notebook	https://github.com/NERDSstack/CodeSearchNet/blob/master/notebooks/ExploreData.ipynb
this section	https://github.com/NERDSstack/CodeSearchNet#data-details
	https://github.com/NERDSstack/CodeSearchNet#evaluation
Normalized Discounted Cumulative Gain	https://en.wikipedia.org/wiki/Discounted_cumulative_gain#Normalized_DCG
this paper	https://arxiv.org/abs/1909.09436
	https://github.com/NERDSstack/CodeSearchNet#annotations
queries	https://github.com/NERDSstack/CodeSearchNet/blob/master/resources/queries.csv
this paper	https://arxiv.org/abs/1909.09436
	https://github.com/NERDSstack/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/NERDSstack/CodeSearchNet/blob/master/resources/README.md
Data Details	https://github.com/NERDSstack/CodeSearchNet#data-details
this notebook	https://github.com/NERDSstack/CodeSearchNet/blob/master/notebooks/ExploreData.ipynb
	https://github.com/NERDSstack/CodeSearchNet#data-details
	https://github.com/NERDSstack/CodeSearchNet#data-acquisition
setup steps	https://github.com/NERDSstack/CodeSearchNet#setup
this directory structure	https://github.com/NERDSstack/CodeSearchNet/blob/master/resources/README.md
	https://github.com/NERDSstack/CodeSearchNet#schema--format
jsonlines	http://jsonlines.org/
this notebook	https://github.com/NERDSstack/CodeSearchNet/blob/master/notebooks/ExploreData.ipynb
	https://github.com/NERDSstack/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/NERDSstack/CodeSearchNet/blob/master/resources/README.md
	https://github.com/NERDSstack/CodeSearchNet#running-our-baseline-model
AWS P3-V100	https://aws.amazon.com/ec2/instance-types/p3/
	https://github.com/NERDSstack/CodeSearchNet#model-architecture
	https://github.com/NERDSstack/CodeSearchNet/blob/master/images/architecture.png
	https://github.com/NERDSstack/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/NERDSstack/CodeSearchNet#wb-setup
	https://github.com/NERDSstack/CodeSearchNet#references
	https://github.com/NERDSstack/CodeSearchNet#benchmark
Weights & Biases	https://www.wandb.com/
these instructions	https://github.com/NERDSstack/CodeSearchNet/blob/master/BENCHMARK.md
	https://github.com/NERDSstack/CodeSearchNet#how-to-contribute
more specific guidelines for contributing to this repository	https://github.com/NERDSstack/CodeSearchNet/blob/master/CONTRIBUTING.md
Code of Conduct	https://github.com/NERDSstack/CodeSearchNet/blob/master/CODE_OF_CONDUCT.md
	https://github.com/NERDSstack/CodeSearchNet#other-readmes
Submitting to the benchmark	https://github.com/NERDSstack/CodeSearchNet/blob/master/BENCHMARK.md
Data structure	https://github.com/NERDSstack/CodeSearchNet/blob/master/resources/README.md
	https://github.com/NERDSstack/CodeSearchNet#wb-setup
W&B profile settings page	https://app.wandb.ai/settings
	https://github.com/NERDSstack/CodeSearchNet#licenses
data download	https://github.com/NERDSstack/CodeSearchNet#downloading-data-from-s3
files	https://github.com/NERDSstack/CodeSearchNet/blob/master/resources/README.md#directory-structure
MIT License	https://github.com/NERDSstack/CodeSearchNet/blob/master/LICENSE
arxiv.org/abs/1909.09436	https://arxiv.org/abs/1909.09436
Readme	https://github.com/NERDSstack/CodeSearchNet#readme-ov-file
MIT license	https://github.com/NERDSstack/CodeSearchNet#MIT-1-ov-file
Code of conduct	https://github.com/NERDSstack/CodeSearchNet#coc-ov-file
Contributing	https://github.com/NERDSstack/CodeSearchNet#contributing-ov-file
Please reload this page	https://github.com/NERDSstack/CodeSearchNet
Activity	https://github.com/NERDSstack/CodeSearchNet/activity
0 forks	https://github.com/NERDSstack/CodeSearchNet/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FNERDSstack%2FCodeSearchNet&report=NERDSstack+%28user%29
Releases	https://github.com/NERDSstack/CodeSearchNet/releases
Packages 0	https://github.com/users/NERDSstack/packages?repo_name=CodeSearchNet
Please reload this page	https://github.com/NERDSstack/CodeSearchNet
Contributors	https://github.com/NERDSstack/CodeSearchNet/graphs/contributors
Please reload this page	https://github.com/NERDSstack/CodeSearchNet
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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