ManiShankar Singh – Medium

ManiShankar Singh

Efficiently Scaling Time Series Analysis with Prophet and Joblib

Forecasting at scale

Mar 14

Efficiently Scaling Time Series Analysis with Prophet and Joblib

Mar 14

Solve Sudoku to learn Numpy

Solve simple sudoku puzzles with numpy and learn the usage of numpy functions

Jan 8, 2023

Solve Sudoku to learn Numpy

Jan 8, 2023

Published in
Nerd For Tech

Let us write Mini Batch Gradient Descent using numpy

An approach to convert full batch gradient descent into mini batch gradient descent using Einstein summation technique.

Jul 23, 2021

A child is creating something using lego blocks

Jul 23, 2021

Published in
Towards Data Science

Multiclass Classification Neural Network using Adam Optimizer

This is in continuation of my blog series where I use numpy’s einsum to implement the complete model.

Jul 10, 2021

Multiclass Classification Neural Network using Adam Optimizer

Jul 10, 2021

Published in
Towards Data Science

Multiclass classification Neural Network implementation using Numpy’s einsum

Implementation of two layer multiclass classification neural network using Numpy’s einsum.

Jul 4, 2021

Multiclass classification Neural Network implementation using Numpy’s einsum

Jul 4, 2021

Published in
Nerd For Tech

Batch gradient descent algorithm using Numpy’s einsum

Usage of Einstein summation technique. No he didn't invent it, he applied it to express complete paper of general theory of relativity…

Jun 27, 2021

Batch gradient descent with batch size 1

Jun 27, 2021

Scalable Pipeline : PCA and Logistic Regression using Pyspark

Recently I was working on a POC to do pipelining of PCA followed by Logistic Regression using Pyspark.

Dec 30, 2017

Dec 30, 2017

ManiShankar Singh

ManiShankar Singh

I am currently working as a machine learning engineer with focus on Machine learning using numpy, scikit and tensorflow.

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