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Name: Siddharth Yadav
Type: User
Siddharth Yadav's Projects
evolutionary-algorithms-from-scratch
Designing variations of several evolutionary algorithms from scratch without using external ML-libraries.
id-prop-extractor
A simple database IDs and biochemical properties extractor for compounds in SMILES format using the pubchempy API.
linear-regression-from-scratch
A simple, single variable linear regression algorithm to understand the underlying training mechanism.
logistic-regression-from-scratch
Designing a simple logistic regression algorithm from scratch
particle-swarm-from-scratch
Designing a simple and intuitive particle swarm optimization algorithm from scratch, without the use of external ML libraries.
perceptron-from-scratch
Designing a simple discrete perceptron algorithm from scratch, without the use of external ML libraries.
train-viz
A functional plotting library for the visualization of neural network training process
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