https://github.com/axect/peroxide_gallery

Examples of Peroxide (Rust numeric library)
https://github.com/axect/peroxide_gallery

machine-learning numerical-computation peroxide plot rust

Last synced: 10 months ago
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Examples of Peroxide (Rust numeric library)

• Host: GitHub
• URL: https://github.com/axect/peroxide_gallery
• Owner: Axect
• Created: 2019-12-21T04:12:40.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2025-03-07T03:23:08.000Z (11 months ago)
• Last Synced: 2025-04-06T06:30:22.808Z (10 months ago)
• Topics: machine-learning, numerical-computation, peroxide, plot, rust
• Language: Rust
• Homepage: https://github.com/Axect/Peroxide
• Size: 16.9 MB
• Stars: 11
• Watchers: 4
• Forks: 2
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

          
# Peroxide Gallery

* **Linear Algebra**

    * [Gaussian Elimination](./Linear_Algebra/triangular)

    * [WAZ factorization](./Linear_Algebra/waz)

    * [QR Decomposition](./Linear_Algebra/qr)

    * [Solve](./Linear_Algebra/solve)

* **Machine Learning**

    * [Multi Layer Perceptron](./Machine_Learning/mlp)

    * [Linear regression](./Machine_Learning/linear_reg)

    * [Linear ridge regression](./Machine_Learning/linear_reg_ridge)

    * [SVM](./Machine_Learning/svm)

* **Numeric**

    * [RK4 with netcdf](./Numeric/rk4_with_nc)

    * [RK4 with plot](./Numeric/rk4_with_plot): Ver 0.37.1

    * [Lebenverg Marquardt](./Numeric/lm)

    * [Reduced Row Echelon Form](./Numeric/rref)

    * [Newton Cotes quadrature](./Numeric/newton_cotes)

    * [ODE with Environment](./Numeric/ode_with_env): Ver 0.37.1

    * [Root Finding](./Numeric/root_finding): Ver 0.37.1

    * [Root Finding via `ad_function`](./Numeric/root_finding_macro): Ver 0.37.1

    * [Root Finding via `radient`](./Numeric/root_finding_radient): Ver 0.37.1

    * [Linear regression with error](./Numeric/lm_with_weight)

    * [Lorenz Butterfly](./Numeric/lorenz): Ver 0.37.1

    * [Cubic Hermite Spline](./Numeric/cubic_hermite): Ver 0.37.1

    * [Truncated Cubic Hermite Spline](./Numeric/truncated_cubic): Ver 0.37.1

    * [Velocity Verlet Algorithm](./Numeric/verlet)

    * [Newmark Beta method](./Numeric/newmark_beta): Ver 0.37.1

    * [ODE with stop condition](./Numeric/ode_with_stop)

    * [Numerical Integration with Importance Sampling](./Numeric/importance_sampling): Ver 0.37.1

    * [Discrete Cosine Transform](./Numeric/dct): Ver 0.37.1

    * [Cubic B-Spline Basis functions](./Numeric/cubic_b_spline): Ver 0.37.2

* **Statistics**

    * [Brownian Motion (Random walk)](./Statistics/brown)

    * [Sampling from Transition probability](./Statistics/transition_prob)

    * [Solution of Diffusion Equation](./Statistics/diffusion)

    * [Geometric Brownian Motion](./Statistics/gbm)

* **Physics** (Ver: `0.30.0`)

    * [Estimate Ground state of Yukawa potential](./Physics/yukawa_ground_state)

    * [Falling with Air resistance](./Physics/fall_drag)

    * [Approximate Pi with Elastic collision](./Physics/elastic_pi)

* **Plot**

    * [matplotlib with netcdf](./Plot/matplotlib_with_netcdf)

    * [peroxide's plot feature](./Plot/plot_feature)

    * [matplotlib with parquet](./Plot/matplotlib_with_parquet)

* **IO**

    * [DataFrame tutorial](./IO/dataframe)

    * [peroxide with polars](./IO/with_polars)

    * [Save Matrix](./IO/save_matrix)