git294 Goto Github PK

2020-06_scientic_python_siseo_

Scientific Python Course @ SISEO doctoral school (Annecy / Chambéry). June 15, 16 and 17 2020

advanced-machine-learning-labs

Coursework solutions to AML Labs

bigdata-solarproject

Analyzed factors resulting in solar adaptation using PCR, PCA, PLS, and ANNs

breast-cancer-using-svm-and-forward-feature-selection

Breast Cancer Classification Using SVM after performing feature selection

business-analytics-ime654-

Course homepage for "Business Analytics (IME654)" @Korea University

chatgpt-data-science-prompts

A repository of 60 useful data science prompts for ChatGPT

chemometricswithr

R package accompanying the second edition of "Chemometrics with R", Springer

chemsy

A Minimalistic Automatic Framework for Chemometrics and Machine Learning

clustering

Clustering / Subspace Clustering Algorithms on MATLAB

core-chemofacies-clustering

PCA and K-means to cluster XRF data

dash-by-plotly

Interactive data analytics

deeplearning_for_vis-nir_spectra

Deep Learning models applied to the analysis of VIS-NIR spectral data

fluorescenceviewer

Script for viewing fluorescence spectra

forward-selection-with-machine-learning-algorithm

Implementation of Feature Forward Selection with RF, SVM and NB

free-programming-books

:books: Freely available programming books

gplearn

Genetic Programming in Python, with a scikit-learn inspired API

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hsi_plsr

Matlab Toolbox for the creation of a PLSR model with HSI data

hsi_supervisedclassification

Matlab Toolbox for the creation of classification models with HSI data and several supervised methods (Decision Tree, Random Forest, Naive Bayesian, Artificial Neural Network and Convolutionnal Neural Network).

hyperchemobridge

Methods for converting between objects used by R packages HyperSpec and ChemoSpec

instagram-crawler

Get Instagram posts/profile/hashtag data without using Instagram API

intelproject

ir-plot

Utility for the visualization of IR spectra from CSV files

lif-analysis

matplotlib_for_papers

Handout for the tutorial "Creating publication-quality figures with matplotlib"

nilearn

Machine learning for NeuroImaging in Python

nippy

Semi-automated preprocessing of NIRS data

pandas-montecarlo

A lightweight Python library for running simple Monte Carlo Simulations on Pandas Series data

python

All Algorithms implemented in Python

python-automation-scripts

Simple yet powerful automation stuffs.