Plain python implementations of basic machine learning algorithms

Python implementations of selected Princeton Java Algorithms and Clients by Robert Sedgewick and Kevin Wayne

Algebraic Reconstruction Technique (ART)

These are the Python implementations of FIFO, LRU and OPT page replacement algorithms

Dynamic Mode Decomposition (DMD)

A collection of python implementations using SWIG, Instant, F2PY... Optimization like Least Squares Levenberg-Marquardt. Boundary Value problem solvers. Integration Simpson/Trapezoidal. Interpolation like Cubic spline. Tridiagonal/pentadiagonal system of equations solver. Linear algebra like Matrix inversion (Gauss-Jordan) and much more

Basic ML algorithms written from scratch in python using numpy.

Unique python implementations

python implementations of the Flajolet-Martin, LogLog, SuperLogLog, and HyperLogLog cardinality estimation algorithms, specifically used to estimate the cardinality of unique traffic violations in NYC in the 2019 fiscal year

C++ and Python implementations of converting degrees to quaternion

Fourier transform properties

k-means / k-means++ / elbow-method

Python implementations of Deep Learning models and algorithms with a minimum use of external library.

easy graph implementation

💻 Data Structures and Algorithms in Python