dhasson

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.

dhasson/clean-code-ml

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

dhasson/distython

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

dhasson/academic_advisory

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

dhasson/awesome-transit

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

dhasson/awesome-TS-anomaly-detection

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

dhasson/backend-best-practices

An evolving description of general best practices for backend development.

dhasson/computer-science

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

dhasson/cython-experiments

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

dhasson/dhasson.github.io

dhasson/examples

Code examples from the book.

dhasson/FES

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

dhasson/gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

dhasson/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.

dhasson/hugo-academic

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

dhasson/kedro

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

dhasson/luminol

Anomaly Detection and Correlation library

dhasson/msppy

dhasson/Plotly-Dashboards-with-Dash

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

dhasson/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 ;)

dhasson/PyGuEx

Examples of optimization problems in Python with Gurobi

dhasson/python-performance-tips

dhasson/PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

dhasson/quick-SQL-cheatsheet

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

dhasson/README-template.md

A README template for anyone to copy and use.

dhasson/RouteOptimization

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

dhasson/scipy-2017-cython-tutorial

Material for the SciPy 2017 Cython tutorial

dhasson/TabPy

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