https://github.com/biswajitsahoo1111/machine_learning_regression_and_optimization
This repository contains code examples supplementing the paper titled "Machine Learning, Regression, and Optimization".
https://github.com/biswajitsahoo1111/machine_learning_regression_and_optimization
Science Score: 10.0%
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Low similarity (3.6%) to scientific vocabulary
Keywords
deep-learning
julia
machine-learning
matlab
portfolio-optimization
python
r
regression
Last synced: 6 months ago
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This repository contains code examples supplementing the paper titled "Machine Learning, Regression, and Optimization".
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Topics
deep-learning
julia
machine-learning
matlab
portfolio-optimization
python
r
regression
Created almost 6 years ago
· Last pushed over 4 years ago
https://github.com/biswajitsahoo1111/machine_learning_regression_and_optimization/blob/master/
# [Machine Learning, Regression, and Optimization](https://link.springer.com/chapter/10.1007%2F978-981-16-1919-9_15) This repository contains code examples supplementing the paper titled "[Machine Learning, Regression, and Optimization](https://link.springer.com/chapter/10.1007%2F978-981-16-1919-9_15)" authored by [Biswa Nath Datta](http://www.math.niu.edu/~dattab/) and [Biswajit Sahoo](https://biswajitsahoo1111.github.io/). * [Toy examples to demonstrate the algorithms in the paper](https://github.com/biswajitsahoo1111/machine_learning_regression_and_optimization/blob/master/ML_regression_optimization_python.ipynb) ([Python code](https://github.com/biswajitsahoo1111/machine_learning_regression_and_optimization/blob/master/ML_regression_optimization_python.ipynb)) ([MATLAB code](https://github.com/biswajitsahoo1111/machine_learning_regression_and_optimization/blob/master/ML_regression_optimization_MATLAB.pdf)) ## Numerical Experiments * [Portfolio optimization](https://github.com/biswajitsahoo1111/machine_learning_regression_and_optimization/blob/master/portfolio_cvxpy.ipynb) ([Python code](https://github.com/biswajitsahoo1111/machine_learning_regression_and_optimization/blob/master/portfolio_cvxpy.ipynb)) ([R code](https://github.com/biswajitsahoo1111/machine_learning_regression_and_optimization/blob/master/portfolio_R.pdf)) ([Julia code](https://github.com/biswajitsahoo1111/machine_learning_regression_and_optimization/blob/master/portfolio_julia.ipynb)) ([MATLAB code](https://github.com/biswajitsahoo1111/machine_learning_regression_and_optimization/blob/master/portfolio_cvx_matlab.pdf)) * [Predicting number of Corona virus cases in New York](https://github.com/biswajitsahoo1111/machine_learning_regression_and_optimization/blob/master/Predicting_corona_cases_R.ipynb) ([Python code](https://github.com/biswajitsahoo1111/machine_learning_regression_and_optimization/blob/master/Predicting_corona_cases_Python.ipynb)) ([R code](https://github.com/biswajitsahoo1111/machine_learning_regression_and_optimization/blob/master/Predicting_corona_cases_R.ipynb)) * [Boston house price prediction](https://github.com/biswajitsahoo1111/machine_learning_regression_and_optimization/blob/master/Boston_house_price_prediction_using_regression.ipynb)
Owner
- Name: Biswajit Sahoo
- Login: biswajitsahoo1111
- Kind: user
- Location: Bengaluru, India
- Company: HP Inc. R&D
- Website: https://biswajitsahoo1111.github.io/
- Repositories: 13
- Profile: https://github.com/biswajitsahoo1111
Machine Learning Engineer at HP Inc. R&D, Bengaluru, India