godzi
Co-founder of Retentioneering, Mathematician. Interests: Scientific Software Engineering, Agent-based computational modelling, Optimization, Identifiability.
Retentioneering
godzi's Stars
faif/python-patterns
A collection of design patterns/idioms in Python
explosion/spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
CamDavidsonPilon/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 ;)
pycaret/pycaret
An open-source, low-code machine learning library in Python
evidentlyai/evidently
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
facebookresearch/AugLy
A data augmentations library for audio, image, text, and video.
py-why/EconML
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
coin-or/pulp
A python Linear Programming API
HoTT/book
A textbook on informal homotopy type theory
Pyomo/pyomo
An object-oriented algebraic modeling language in Python for structured optimization problems.
explosion/projects
🪐 End-to-end NLP workflows from prototype to production
WillKoehrsen/machine-learning-project-walkthrough
An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!
cvxopt/cvxopt
CVXOPT -- Python Software for Convex Optimization
sberbank-ai-lab/LightAutoML
LAMA - automatic model creation framework
retentioneering/retentioneering-tools
Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.
espeed/bulbs
A Python persistence framework for graph databases like Neo4j, OrientDB and Titan.
dclambert/Python-ELM
Extreme Learning Machine implementation in Python
mstampfer/Coursera-Stanford-ML-Python
Coursera/Stanford Machine Learning course assignments in python
cokelaer/fitter
Fit data to many distributions
NIHOPA/NLPre
Python library for Natural Language Preprocessing (NLPre)
FlorianMuellerklein/Machine-Learning
Machine learning library written in readable python code
bettergram/bettergram
The Official Bettergram Development Repository
MMBazel/Springboard-DataScienceTrack-Student
Springboard Program: Data Science Career Track - NLP
benedekrozemberczki/PDN
The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
retentioneering/retentioneering-dom-observer
The package contains tools for parsing DOM data, observing DOM and tracking changes.
tokedo/stat-dojo
Series of blog posts with simple explanations of statistical concepts supplemented with simulations in Python.