tweddielin

awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

airmail

Lightweight geocoder in pure Rust

evcxr

polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

r-polars

Bring polars to R

connector-x

Fastest library to load data from DB to DataFrames in Rust and Python

open-midinous

A generative meta-logic-based music software

moya-techblog

Blog software for code and Photography

namematch

Tool for probabilistically linking the records of individual entities (e.g. people) within and across datasets

From-0-to-Research-Scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

coding-interview-university

A complete computer science study plan to become a software engineer.

glances

Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.

ward

Ward is a modern test framework for Python with a focus on productivity and readability.

vaex

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

duckdb

DuckDB is an analytical in-process SQL database management system

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

whylogs

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

pipelinex

PipelineX: Python package to build ML pipelines for experimentation with Kedro, MLflow, and more

petl

Python Extract Transform and Load Tables of Data

postgis_geocoder

A plug and play geocoder.

Minecraft

Simple Minecraft-inspired program using Python and Pyglet

nypd-complaints-data

airflow-dbt-docker workflow

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

flask-react-soft-dashboard

Flask React - Soft Dashboard (Open-source) | AppSeed.us

mltrace

Coarse-grained lineage and tracing for machine learning pipelines.

ibis

the portable Python dataframe library

OpenMetadata

OpenMetadata is a unified platform for discovery, observability, and governance powered by a central metadata repository, in-depth lineage, and seamless team collaboration.

radian

A 21 century R console

perspective

A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

ml-system-design-pattern

System design patterns for machine learning