Ernest Murray's repositories
pyds-cli
Helping you manage your data science projects sanely.
oop-python
Object-Oriented Programming in Python
MolecularNotes
My Obsidian Second Brain setup
pragmatic-git-course
Up and Running with Git: A pragmatic, UI-based Approach Course Repo
cookiecutter-pypackage
Cookiecutter template for a Python package.
Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
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 linear regression to deep learning.
metapub
Python toolkit for NCBI metadata (via eutils) and pubmed article text mining -- official primary repo.
machine_learning_basics
Plain python implementations of basic machine learning algorithms
python_workout_solutions
Solutions to the exercises from Python Workout book
vigipy
A medical device/pharmacovigilance library written in python
python-workout
Files for the Python Workout book
tiny_python_projects
Learning Python through test-driven development of games and puzzles
adverse_event_analysis
Analysis of statistical associations between adverse events of drugs from the Food and Drug Administration Adverse Event Reporting System (FAERS) and Side Effect Resource (SIDER) and in vitro bioactivities (experimental and predicted)
clean-code-python
:bathtub: Clean Code concepts adapted for Python
SA_score
Synthetic Accessibility (SA) score
novartis-realistic-train-test-split
Comes from https://pubs.acs.org/doi/10.1021/acs.jcim.9b00375
grip-on-data-science
This Data Science project template aims to provide a more opinionated and firm framework, especially tailored towards beginners.
pybites-solutions
Solutions to pybites problems
faers-toolkit
Tools for data analysis for the FDA Adverse Event Reporting System (FAERS) dataset
cookiecutter-reproducible-science
boilerplate for reproducible and transparent science
Python-Scripts-Repo-on-Data-Science
Scripts Repo_for_Data Science, Visualisations, and Machine Learning
texter
Text replacement/substitution application written in AutoHotkey scripting language.
sklearn_tutorial
Materials for my scikit-learn tutorial
100DaysOfCode
PyBites 100 Days of Code Challenge
nlp-tutorial
Tutorial: Natural Language Processing in Python
basic_bayes
Basic Bayesian analysis for comparing two groups with continuous and binary outcomes
challenges
Repo for our weekly challenges on pybit.es