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academic_advisory

Collected opinions and advice for academic programs focused on data science skills.

awesome-transit

Community list of transit APIs, apps, datasets, research, and software :bus::star2::train::star2::steam_locomotive:

awesome-ts-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

backend-best-practices

An evolving description of general best practices for backend development.

clean-code-ml

:bathtub: Clean Code concepts adapted for machine learning and data science

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

cython-experiments

Compilation of different experiments done to learn and benchmark Cython capabilities.

dhasson.github.io

distython

Distance metrics which can handle mixed-type data and missing values

examples

Code examples from the book.

fes

Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

handson-ml

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

hugo-academic

📝 The website builder for Hugo. Build and deploy a beautiful website in minutes!

kedro

A Python framework for creating reproducible, maintainable and modular data science code.

luminol

Anomaly Detection and Correlation library

msppy

plotly-dashboards-with-dash

This is the repo for the Udemy Course Python Dashboards with Plotly's Dash

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pyguex

Examples of optimization problems in Python with Gurobi

python-performance-tips

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

quick-sql-cheatsheet

A quick reminder of all SQL queries and examples on how to use them.

readme-template.md

A README template for anyone to copy and use.

routeoptimization

Source code from AWS Lambda function that solves the Route Optimization problem, using Google Optimization tools

scipy-2017-cython-tutorial

Material for the SciPy 2017 Cython tutorial

tabpy

Execute Python code on the fly and display results in Tableau visualizations. :star: Click here to get the latest release :star: