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Figures and code examples from Bayesian Analysis with Python (third edition)
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.
Causal Inference and Discovery in Python by Packt Publishing
An extremely fast Python package and project manager, written in Rust.
🦀 Small exercises to get you used to reading and writing Rust code!
Free MLOps course from DataTalks.Club
Learn ML engineering for free in 4 months! Register here 👇🏼
Understanding Deep Learning - Simon J.D. Prince
A creative writing multi-agent solution to help users write articles.
Open-source vector similarity search for Postgres
🛁 Clean Code concepts adapted for Python
Food for thoughts around data contracts
PyGWalker: Turn your dataframe into an interactive UI for visual analysis
Logica is a logic programming language that compiles to SQL. It runs on DuckDB, Google BigQuery, PostgreSQL and SQLite.
A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
A simple and efficient tool to parallelize Pandas operations on all available CPUs
A demo login app with Flutter and Firebae
Generate Diverse Counterfactual Explanations for any machine learning model.
DeltaPy - Tabular Data Augmentation (by @firmai)
Data science interview questions and answers
Magnificent app which corrects your previous console command.
Redshift data source for Apache Spark
A sample project to build a custom Faster RCNN model using Tensorflow object detection API
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)