git clone https://github.com/username/mathframe.git cd mathframe pip install -r requirements.txt Then run a quick example:
from mathframe import Matrix, solve A = Matrix([[2, 1], [1, 3]]) b = [5, 6] x = solve(A, b) print(x) # Output: [1.8, 1.4] A well-organized GitHub repo is critical for adoption. MathFrame follows this structure:
| Feature | Description | |---------|-------------| | | Convert strings like "2*x + sin(x)" into callable functions. | | Automatic Differentiation | Compute gradients without manual derivative rules. | | Linear Algebra | LU decomposition, eigenvalue solvers, and SVD. | | Statistics Module | Mean, variance, regression, and hypothesis tests. | | Plotting Engine | Lightweight charts using Matplotlib or Plotly as backends. | | Unit Testing | Extensive tests in /tests to ensure numerical stability. | Getting Started To start using MathFrame, clone the repository:
👉 https://github.com/username/mathframe (Replace username with the actual GitHub username/organization) Have you used MathFrame? Share your experience in the comments or contribute to the repo today!
git clone https://github.com/username/mathframe.git cd mathframe pip install -r requirements.txt Then run a quick example:
from mathframe import Matrix, solve A = Matrix([[2, 1], [1, 3]]) b = [5, 6] x = solve(A, b) print(x) # Output: [1.8, 1.4] A well-organized GitHub repo is critical for adoption. MathFrame follows this structure:
| Feature | Description | |---------|-------------| | | Convert strings like "2*x + sin(x)" into callable functions. | | Automatic Differentiation | Compute gradients without manual derivative rules. | | Linear Algebra | LU decomposition, eigenvalue solvers, and SVD. | | Statistics Module | Mean, variance, regression, and hypothesis tests. | | Plotting Engine | Lightweight charts using Matplotlib or Plotly as backends. | | Unit Testing | Extensive tests in /tests to ensure numerical stability. | Getting Started To start using MathFrame, clone the repository:
👉 https://github.com/username/mathframe (Replace username with the actual GitHub username/organization) Have you used MathFrame? Share your experience in the comments or contribute to the repo today!