Marcel Coetzee's repositories
SAGovBudget
South African Government's expenditure
Advanced-Deep-Learning-with-Keras
Advanced Deep Learning with Keras, published by Packt
afraid-to-commit
Don't be afraid to commit - a workshop/tutorial for inexperienced Python/Django developers who would like to contribute more to the projects they use.
beginners-pytorch-deep-learning
Repository for scripts and notebooks from the book: Programming PyTorch for Deep Learning
book-example
Example code for my book on TDD with Python
dask-pytorch-ddp
dask-pytorch-ddp is a Python package that makes it easy to train PyTorch models on dask clusters using distributed data parallel.
Data-Analysis
Data Science Using Python
data-pipelines-with-apache-airflow
Code for Data Pipelines with Apache Airflow
DL-ian-goodfellow
My own implementation of the book with numpy
lifelines
Survival analysis in Python
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Pipboyguy.github.io
Personal website detailing my experience and projects
poormansluno
Luno on a budget
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
pydata2019cba-mvdp-airflow-jupyter
PyData 2019 CBA - MVP for Data Products using Airflow and Jupyter
pyliferisk
A python library for life actuarial calculations
Python-3-Object-Oriented-Programming-Third-Edition
Python 3 Object-Oriented Programming – Third Edition, published by Packt
scikit-learn
scikit-learn: machine learning in Python
space
Source code for Pro Oracle SQL Development (https://www.apress.com/9781484245163) and the data set used for the examples. SpaceDB is an easy-to-use data set that contains all orbital and suborbital launches, satellites, and related data. It's based on the JSR Launch Vehicle Database.
tsExtract
Time series feature extraction for Supervised Learning Modeling