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analytic-hierarchy-process

Lab work examples

awesome-twitter-data

A list of Twitter datasets and related resources.

awesome_time_series_in_python

This curated list contains python packages for time series analysis

aws-data-wrangler

Pandas on AWS

datasets

datasets-1

A collection of datasets of ML problem solving

datasets-2

Machine learning datasets used in tutorials on MachineLearningMastery.com

electricitytheftdetection

Electricity-Theft Detection in Smart Grids

esc-50

ESC-50: Dataset for Environmental Sound Classification

fouriertalkoscon

Presentation Materials for my "Sound Analysis with the Fourier Transform and Python" OSCON Talk.

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

matplotlib-tutorial

Matplotlib tutorial for beginner

mlcourse.ai

Open Machine Learning Course

probabilityforcomputerscientists

pymoments

Python toolset for computing unbiased estimates of multivariate statistical moments, including k-statistics.

python-control

The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control systems.

python-notebooks

Jupyter Notebooks for How to Think Like a Computer Scientist - Learning with Python 3 (RLE) Textbook

scientific-python-lectures

Lectures on scientific computing with python, as IPython notebooks.

seizure-detection-tutorials

A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets

sigpro-cs4

Datasets for Signal and Image Processing

statistics_cs_2

Statistics lab works

thinkdsp

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

timeseries-notebooks

Hello world univariate examples for a variety of time series packages.