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msda

multi-dimensional, multi-sensor, multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly predictor

my_codes

nlp

pdf

piml-toolbox

PiML (Python Interpretable Machine Learning) toolbox for model development and model validation

power-bi

powerbi-visuals

Documentation for creating visuals for Power BI

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

predicting-house-prices

This project applies basic machine learning concepts on Ames Housing dataset to predict the selling price of a new home.

project_credit_scoring_model

Développer un modèle de scoring de la probabilité de défaut de paiement du client pour étayer la décision d'accorder ou non un prêt à un client potentiel.

python

:snake: Python Programs

python-geoip

GeoIP database access for Python under a BSD license.

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pywoe

rdatasets

A collection of datasets originally distributed in R packages

rnetezza

R DBI-compliant interface to Netezza

rule_fit

scalnet

A Scala wrapper for Deeplearning4j, inspired by Keras. Scala + DL + Spark + GPUs

scholarly

Retrieve author and publication information from Google Scholar in a friendly, Pythonic way without having to worry about CAPTCHAs!

scikit-learn

scikit-learn: machine learning in Python

skope-rules

machine learning with logical rules in Python

spark-py-notebooks

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

statistcial_model

tele

tensorflow-keras-scala

tensorflow_tut_2_classification_walk-through

TensorFlow Tutorial 2: Image Classification Walk-through

theano-tutorial

A collection of tutorials on neural networks, using Theano

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

transitionmatrix

Statistical analysis and visualization of state transition phenomena