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polynomial-regression

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This is a repository for CS4ML. It is a general framework for active learning in regression problems. It approximates a target function arising from general types of data, rather than pointwise samples.

  • Updated Jul 15, 2024
  • MATLAB

It is a Machine Learning it predicts the Ranks of a PUC students who are studying in the RGUKT RKV , based on their CGPA in this model initially i used linear regression , to predict the Ranks but later based on the data visualization i realised to used polynomial Regression to get more accuracy , so this model uses polynomial regression algorithm

  • Updated Jul 12, 2024
  • Jupyter Notebook

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.

  • Updated Jul 9, 2024
  • Python

Forecast Bitcoin daily closing prices using a Python repository featuring regression and time series models. From Linear and Polynomial Regression to ARIMA, gain insights into cryptocurrency trends. Visualize historical data, evaluate models with key metrics, and analyze residuals for validation

  • Updated Jun 17, 2024
  • Jupyter Notebook

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