https://github.com/VLambda/NumeriLib - Numerilib v0.1.0

NumeriLib v0.1.0 Change Log:

1. We are officially renaming Ferrate to NumeriLib. This will be the final name change for the project.

2. Moving Branches:

   • Moved Functions out of special and into the root of the crate.
     • You can access it from numerilib::Functions now.
   • Moved Probability out of special and into the root of the crate.
     • You can access it from numerilib::Probability now.

3. numerilib::Functions Changes:

   • More Numerical Integration Methods:
     • numerilib::Functions::right_riemann
     • numerilib::Functions::left_riemann
     • numerilib::Functions::midpoint_riemann
     • numerilib::Functions::trapezoid
     • numerilib::Functions::simpson
     • numerilib::Functions::boole_rule
     • numerilib::Functions::adaptive_quadrature
   • Moved Error Functions outside of Functions
     • They can now be accessed via numerilib::special::Error
   • Factorials and Factorial Related Functions:
     • Moved Factorials and Factorial Related Functions outside of Functions to Probability
     • They can now be accessed via numerilib::special::Probability
     • Added Rising Factorials Pochammer's Symbol and Falling Factorials
     • numerilib::special::Probability::pochhammer
     • numerilib::special::Probability::falling_factorial

4. More Special Functions:

   • The Previously Mentioned Error Functions
     • numerilib::special::Error
   • Hypergeomeric Functions
     • numerilib::special::Hypergeometric
     • A Quick Note on Hypergeometric Functions:
     • The Hypergeometric Functions are not fully implemented yet. They are still a work in progress.
     • Most Importantly the numerilib::special::Hypergeometric::gaussian Hypergeometric Function is fully not implemented yet. It is only accurate when 0 < z < 0.5
       • All the Transforms will be implemented in the next release
   • The Previously Mentioned Probability Functions
     • numerilib::special::Probability

5. A Much Better Matrix API:

   • The Matrix API has been completely reworked and is now much more intuitive and easy to use.
   • For now Gaussian Elimination has been removed and will be re-added in the next release.

6. Statistics:

   • List Based Statistics:
     • Given a list you are now able to calculate basic functions
     • numerilib::stats::Generic::mean
     • numerilib::stats::Generic::five_number_summary
     • numerilib::stats::Generic::population_sd
     • numerilib::stats::Generic::population_variance
     • numerilib::stats::Generic::sample_sd
     • numerilib::stats::Generic::sample_variance
     • numerilib::stats::Generic::size
     • numerilib::stats::Generic::sum
     • numerilib::stats::Generic::sum_squared
     • More Distributions & Functions:
     • The New Distributions:
       • numerilib::stats::distr::Binomial
       • numerilib::stats::distr::Cauchy
       • numerilib::stats::distr::Chi
       • numerilib::stats::distr::ChiSquared
       • numerilib::stats::distr::Fisher
       • numerilib::stats::distr::GeometricFailure
       • numerilib::stats::distr::GeometricTrials
       • numerilib::stats::distr::Hypergeometric
       • numerilib::stats::distr::Poisson
     • Added tailed-CDF and CDF functions
     • Added many, many functions for each distribution (too many to list)

7. Docs.rs Changed:

   • Made Docs much more fleshed out and added in-depth examples for every function.
   • removed all the Links
   • Tests will no longer be in API Docs. Rather they will be in the new tests Directory of the project.

8. MDBook Website is Published:

   • The MDBook Website is now published and can be found at vlambda.github.io
   • The MDBook Website is still a work in progress and will be updated regularly. It is still missing a lot of content, but will be fully update to date by the next release.

9. Imaginary and Complex Numbers:

   • Added Imaginary and Complex Numbers
     • numerilib::Complex

10. A better README.md

11. The Future of ferrate, vml, and rusty_stats:

    • ferrate v0.0.4 will be the last release of ferrate. It will be yanked on the next release of numerilib.
    • vml and rusty_stats are currently yanked.

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Closing Notes

I hope the wait was worth it. NumeriLib is now much more fleshed out and has a lot more functionality. I hope you enjoy using it as much as I enjoyed making it. If you like my work, please leave a Star on the GitHub Repo. It really helps me out. Thank you for your support and I hope you have a great day. -VLambda

- Rust
Published by VLambda over 2 years ago

https://github.com/VLambda/NumeriLib - Version 0.0.4

Ferrate Version 0.0.4

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Changes:

Matrix:

• Added Matrix and Basic Functions Relating to Matrix
  • Create a Matrix
  • Update Values in a Matrix
  • Determinant
  • Transpose
  • The Identity Matrix
  • Cumsum with Rows or Columns
  • Dimensions

Statistics:

• Added the Binomial Distribution Functions
  • PMF & CDF
• Added the Geometric Distribution Functions
  • PMF & CDF given Trials
  • PMF & CDF given Failures ***

- Rust
Published by VLambda over 2 years ago

https://github.com/VLambda/NumeriLib - 0.0.3

Ferrate Version 0.0.3

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Changes:

Statistics:

• Student's T Distribution:
  • PDF
  • CDF
  • Inverse CDF
• Chi-Squared Distribution:
  • PDF
  • CDF

Probability:

• Permutation
• Combination

Special:

• Beta:
  • The Inverse of the Regularized Incomplete Beta Function Added
  • Added Documentation to All Functions
• Gamma:
  • Incomplete Gamma Function Added
  • The Complementary of the Incomplete Gamma Function Added
  • The Regularized Incomplete Gamma Function Added
  • The CDF of Poisson Random Variables Added
  • Added Documentation to all Functions
• Digamma:
  • Digamma Function Added
• Special:
  • Newton's Method Added ***

- Rust
Published by VLambda over 2 years ago