Pierre Gourseaud's starred repositories
free-for-dev
A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
scikit-optimize
Sequential model-based optimization with a `scipy.optimize` interface
feature_engine
Feature engineering package with sklearn like functionality
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
category_encoders
A library of sklearn compatible categorical variable encoders
statsmodels
Statsmodels: statistical modeling and econometrics in Python
napkin-math
Techniques and numbers for estimating system's performance from first-principles
traceback_with_variables
Adds variables to python traceback. Simple, lightweight, controllable. Debug reasons of exceptions by logging or pretty printing colorful variable contexts for each frame in a stacktrace, showing every value. Dump locals environments after errors to console, files, and loggers. Works in Jupyter and IPython. Install with pip or conda.
cookiecutter
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
GeoexperimentsResearch
An open-source implementation of the geo experiment analysis methodology developed at Google. Disclaimer: This is not an official Google product.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.