15+ Machine/Deep Learning Projects in Ipython Notebooks
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Updated
Apr 3, 2020 - Jupyter Notebook
15+ Machine/Deep Learning Projects in Ipython Notebooks
MATLAB implementation of Gradient Descent algorithm for Multivariate Linear Regression
pwtools is a Python package for pre- and postprocessing of atomistic calculations, mostly targeted to Quantum Espresso, CPMD, CP2K and LAMMPS. It is almost, but not quite, entirely unlike ASE, with some tools extending numpy/scipy. It has a set of powerful parsers and data types for storing calculation data.
The project aims to perform various visualizations and provide various insights from the considered Indian automobile dataset by performing data analysis that utilizing machine learning algorithms in R programming language.
A small tutorial on MARS: Multivariate Adaptive Regression Splines in Python
A repository to explore the concepts of applied econometrics in the context of financial time-series.
Predicting Crop Yield.
A cluster of Machine Learning algorithms
Predicting solar generation based on weather forecast - a project which was part of Machine Learning course at BITS Pilani
This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and multivariate) and use (1) Bayesian framework, (2) Pyomo package, (3) Genetic algorithm with local search, and (4) Pymoo package to find optimum design parameters and minimum energy consumption.
Code to perform multivariate linear regression using Gibbs sampling
Iterative hard thresholding for l0 penalized regression
python implementation of process mining and machine learning algorithm
Several examples of multivariate techniques implemented in R, Python, and SAS. Multivariate concrete dataset retrieved from https://archive.ics.uci.edu/ml/datasets/Concrete+Slump+Test. Credit to Professor I-Cheng Yeh.
Applied Multivariable Linear Regression on Iris Dataset
Helper R scripts for multiple PERMANOVA tests, AICc script for PERMANOVA, etc.
Reducing Traffic Mortality rates in USA
Equities Pair Trading/Statistical Arbitrage and Multi-Variable Index Regression
A graphical multivariate lesion-symptom mapping toolbox
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