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:fontawesome-brands-github: [kxcontrib](https://github.com/kxcontrib) contains repositories salvaged from the former Subversion server for which we have been unable to identify current versions on GitHub. These repositories are not maintained.
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## :fontawesome-solid-share-square: kxcontrib
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## :fontawesome-brands-github: kxcontrib
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!!! warning "Salvaged repositories"
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:fontawesome-brands-github: [kxcontrib](https://github.com/kxcontrib) contains repositories salvaged from the former Subversion server for which we have been unable to identify current versions on GitHub. These repositories are not maintained.
Copy file name to clipboardExpand all lines: docs/interfaces/index.md
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- released under the [Apache 2 license](https://www.apache.org/licenses/LICENSE-2.0)
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- free for all use cases, including 64-bit and commercial use
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###Languages
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## Languages
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<tableclass="kx-compact"markdown>
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<trmarkdown><tdmarkdown>[csharpkdb](https://github.com/KxSystems/csharpkdb)</td><tdmarkdown>Call kdb+ from **C#** and **.NET** [:fontawesome-regular-map:](../wp/gui/index.md "White paper: An introduction to graphical interfaces for kdb+ using C#")</td></tr>
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<trmarkdown><tdmarkdown>[embedPy](https://github.com/KxSystems/embedPy)</td><tdmarkdown>Call **Python** from q</td></tr>
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<trmarkdown><tdmarkdown>[embedR](https://github.com/KxSystems/embedR)</td><tdmarkdown>[Call **R** from q](r.md)</td></tr>
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<trmarkdown><tdmarkdown>[ffi](https://github.com/KxSystems/ffi)</td><tdmarkdown>[Call **C/C++** from q](using-c-functions.md)</td></tr>
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<trmarkdown><tdmarkdown>[javakdb](https://github.com/KxSystems/javakdb)</td><tdmarkdown>**Java** client for kdb+</td></tr>
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<trmarkdown><tdmarkdown>[pykx](https://code.kx.com/pykx)</td><tdmarkdown>Integrate **Python** and q code</td></tr>
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<trmarkdown><tdmarkdown>[rkdb](https://github.com/KxSystems/rkdb)</td><tdmarkdown>[Query kdb+ from **R**](r.md)</td></tr>
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<trmarkdown><tdmarkdown>[kxkdb](https://github.com/KxSystems/kxkdb)</td><tdmarkdown>Query kdb+ from **Rust**</td></tr>
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</tr>
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</table>
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### C/C++
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[c.o](c-client-for-q.md) Call C/C++ from q, call q from C/C++, IPC communication with kdb+ (dynamic libraries and standalone applications)<br>
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[ffi](https://github.com/KxSystems/ffi) An extension to kdb+ for loading and calling dynamic libraries using pure q [:fontawesome-regular-map:](using-c-functions.md)
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### C# #
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[csharpkdb](https://github.com/KxSystems/csharpkdb) Call kdb+ from C# and .NET [:fontawesome-regular-map:](../wp/gui/index.md"White paper: An introduction to graphical interfaces for kdb+ using C#")
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### Java
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[javakdb](https://github.com/KxSystems/javakdb) Java client for kdb+
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### Python
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[pykx](https://code.kx.com/pykx) Integrate Python and q code<br>
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[embedPy](https://github.com/KxSystems/embedPy) Call Python from q
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### R
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[rkdb](https://github.com/KxSystems/rkdb) Query kdb+ from R [:fontawesome-regular-map:](r.md)<br>
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[embedR](https://github.com/KxSystems/embedR) Call R from q [:fontawesome-regular-map:](r.md)
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### Rust
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[kxkdb](https://github.com/KxSystems/kxkdb) Query kdb+ from Rust
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###Message and data formats
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## Message and data formats
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<tableclass="kx-compact"markdown>
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<trmarkdown><tdmarkdown>[arrowkdb](https://github.com/KxSystems/arrowkdb)</td><tdmarkdown>Read and write **Arrow** and **Parquet** data</td></tr>
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-[Parsing data in kdb+](https://kx.com/blog/kx-product-insights-parsing-data-in-kdb/), by Rian O’Cuinneagain
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-[Server-as-a-Function: Providing RESTful JSON APIs in q](https://kx.com/blog/server-as-a-function-providing-restful-json-apis-in-q/), by Rob Moore
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-[Deferred response](https://kx.com/blog/kdb-q-insights-deferred-response/), by Gopala Bhat
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-[qSQL vs standard SQL queries](https://kx.com/blog/kdb-qsql-versus-standard-sql-queries/), by Ryan Hamilton
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-[Scripting with q](https://kx.com/blog/kdb-q-insights-scripting-with-q/), by David Crossey
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-[Thoughts on tables in kdb+](https://kx.com/blog/tech-talk-thoughts-tables-kdb/), by Paul Kerrigan
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## Machine learning
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-[Natural Language Processing](https://kx.com/blog/natural-language-processing-in-kx/)
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-[A comparison of Python and q for handling lists](https://kx.com/blog/a-comparison-of-python-and-q-for-handling-lists/)
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-[Feature extraction and selection in kdb+](https://kx.com/blog/machine-learning-toolkit-release-feature-extraction-and-selection-in-kdb/)
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-[Using q in Machine Learning with neural-network and clustering examples](https://kx.com/blog/using-q-machine-learning-neural-network-clustering-examples/)
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-[Neural networks in kdb+](https://kx.com/blog/neural-networks-in-kdb-2/)
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-[Using embedPy to apply LASSO regression](https://kx.com/blog/machine-learning-using-embedpy-to-apply-lasso-regression/)
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-[Machine-Learning techniques featured in JupyterQ notebooks](https://kx.com/blog/machine-learning-techniques-featured-in-jupyterq-notebooks/)
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-[kdb+ integral to BitMEX Bitcoin derivatives exchange growth strategy](https://kx.com/blog/use-case-kdb-integral-bitmex-bitcoin-derivatives-exchange-growth-strategy/)
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-[Combining high-frequency cryptocurrency venue data using kdb+](https://kx.com/blog/combining-high-frequency-cryptocurrency-venue-data-using-kdb/)
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-[Template of Fortnite gamer visualizations using Dashboards](https://kx.com/blog/kx-product-insights-template-of-fortnite-visualizations-in-destruction-using-dashboards/)
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-[KX for Love!!](https://kx.com/blog/kx-for-love/)
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-[Storing and exploring the Bitcoin blockchain](https://kx.com/blog/kdb-storing-and-exploring-the-bitcoin-blockchain/)
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-[eFX: Data and analytics are the next arms race](https://kx.com/blog/current-trends-in-efx-data-and-analytics-are-the-next-arms-race/)
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-[KX for IoT: Industry 4.0 manufacturing](https://kx.com/blog/kx-iot-industry-4-0-manufacturing/)
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-[IIoT for predictive maintenance and Big Data](https://kx.com/blog/kx-insights-iiot-predictive-maintenance-big-data/)
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