Top 10 C++ Data Science Projects

• SHOGUN

  0 2,863 0.0 C++

  Shōgun

  

• matplotplusplus

  10 2,474 7.8 C++

  Matplot++: A C++ Graphics Library for Data Visualization 📊🗾

  Project mention: How can I create animation of mathematical function that changes over time in c++ and save it as video | reddit.com/r/cpp_questions | 2021-12-27

• Scout APM

  scoutapm.com

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  Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  

• TileDB

  2 1,257 9.6 C++

  The Universal Storage Engine

  

  Project mention: TileDB VS Activeloop hub - a user suggested alternative | libhunt.com/r/TileDB | 2021-10-20

• turbodbc

  1 495 7.1 C++

  Turbodbc is a Python module to access relational databases via the Open Database Connectivity (ODBC) interface. The module complies with the Python Database API Specification 2.0.

  

  Project mention: arrow-odbc: Fetch arrow arrays from an ODBC data source in a pip installable environment | reddit.com/r/Python | 2021-11-23

  turbodbc is great, but a pain to build, at least without conda. arrow-odbc-py uses cffi (rather than PyO3) to talk to a rust backend and than uses the Arrow C Data interface to provide the user with pyarrow compatible arrow arrays. The use of a dedicated C interface in both places, avoids linking directly against the Python C-Interpreter as well as the specific C++ Arrow libraries your pyarrow version depends on. Avoiding some pain of dependency hell.

• GPBoost

  3 282 8.8 C++

  Combining tree-boosting with Gaussian process and mixed effects models

  Project mention: fabsig/GPBoost: Combining tree-boosting with Gaussian process and mixed effects models | reddit.com/r/learnmachinelearning | 2021-06-25

• Graphia

  3 123 9.8 C++

  A visualisation tool for the creation and analysis of graphs

  

  Project mention: Handbook of Graph Drawing and Visualization | news.ycombinator.com | 2021-12-30

• secure-xgboost

  1 74 4.0 C++

  Secure collaborative training and inference for XGBoost.

  

  Project mention: Announcing MC²: Securely perform analytics and machine learning on confidential data | dev.to | 2021-06-17

  The MC2 Compute Services: MC2 offers several compute services: these include Spark SQL, distributed XGBoost, and secure aggregation for federated learning. All are intended to run in a primarily untrusted environment, such as a cluster of machines hosted on a public cloud, that has support for trusted execution environments (hardware enclaves). Data is encrypted in transit using a client key and only ever decrypted inside hardware enclaves, providing the previously mentioned security guarantees for data-in-use. For all compute services, MC2 leverages the Open Enclave SDK, a project intended to provide a consistent API for a variety of different enclave architectures.

• SonarLint

  www.sonarlint.org

  sponsored

  Deliver Cleaner and Safer Code - Right in Your IDE of Choice!. SonarLint is a free and open source IDE extension that identifies and catches bugs and vulnerabilities as you code, directly in the IDE. Install from your favorite IDE marketplace today.

  

• Matrix

  3 58 1.4 C++

  C++ Matrix -- High performance and accurate (e.g. edge cases) matrix math library with expression template arithmetic operators (by hosseinmoein)

  Project mention: Introducing The C++ DataFrame for data analysis | reddit.com/r/datascience | 2021-11-01

  Just to be clear, DataFrame is not a matrix. It is a data-frame. If you want a fast C++ matrix you can take a look at https://github.com/hosseinmoein/Matrix

• TileDB-VCF

  3 38 9.1 C++

  Efficient variant-call data storage and retrieval library using the TileDB storage library.

  

  Project mention: [TileDB webinar] Population genomics is a data management problem | reddit.com/r/bioinformatics | 2021-10-20

  Here are the docs to the open-source TileDB-VCF storage engine: https://docs.tiledb.com/main/integrations-and-extensions/population-genomics

• nelson

  0 38 9.1 C++

  Nelson numerical interpreter

C++ Data Science related posts

• MLOps on AWS
  2 projects | dev.to | 16 Nov 2021
• TileDB VS Activeloop hub - a user suggested alternative
  2 projects | 20 Oct 2021
• Depurar Python como un Pro
  2 projects | dev.to | 26 Jul 2021
• fabsig/GPBoost: Combining tree-boosting with Gaussian process and mixed effects models
  1 project | reddit.com/r/learnmachinelearning | 25 Jun 2021
• GPBoost: Combining Tree-Boosting with Gaussian Process and Mixed Effects Models
  1 project | news.ycombinator.com | 23 Jun 2021
• Giving out microgrants to open source projects.
  9 projects | reddit.com/r/opensource | 26 Dec 2020

Index

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