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Implementing Machine Learning Models using Python, Cython, C and Fortran

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kajuna0amendez/Machine_Learning_Models

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Machine Learning Models

Accelerating Machine Learning Models using Python, Cython, C and Fortran. The main purpose of this repository is to design tools of Machine Learning from scratch. From the Linear Lagebra methods to the main Machine Learning techniques...

Database Used

We took the decision to start using Sqlite3 given its small footprint and the many projects requiere something light enough for being deployed at a distributed fashion

Main reasons

We want to implemtn all the necessary tools in Cython and C to practice the idea of fast protoyping using:

Language Why
Python Fast testing of numerical algorithms
Cython Intemediate Language to improve speed and memory
C The final improvements
Fortran For the Most Numerical Intensive

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