Fondry's starred repositories
polyfactory
Simple and powerful factories for mock data generation
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
fpp3-python-readalong
Python-centered read-along of Forecasting: Principles and Practice
DataScienceInteractivePython
Python interactive dashboards for learning data science
gradient_descent_viz
interactive visualization of 5 popular gradient descent methods with step-by-step illustration and hyperparameter tuning UI
StatProofBook.github.io
The Book of Statistical Proofs
probability
Intro to probability book
optimagic
optimagic is a Python package for numerical optimization. It is a unified interface to optimizers from SciPy, NlOpt and other packages. optimagic's minimize function works just like SciPy's, so you don't have to adjust your code. You simply get more optimizers for free. On top you get diagnostic tools, parallel numerical derivatives and more.
kan_classification
KAN Architecture for Image Classification
open-source-mac-os-apps
🚀 Awesome list of open source applications for macOS. https://t.me/s/opensourcemacosapps
scikit-fda
Functional Data Analysis Python package
python-control
The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control systems.
Gradient-Free-Optimizers
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
EC-A-Modern-Perspective
Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (from 2023 to 2027).
reservoirpy
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
python-constraint
Constraint Solving Problem resolver for Python