System design patterns for machine learning

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

All Algorithms implemented in Python

📝 An awesome Data Science repository to learn and apply for real world problems.

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

A curated list of awesome Machine Learning frameworks, libraries and software.

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Simple menubar system monitor for macOS, written in Python with pyobjc.

🍅 Simple and visually-pleasing Pomodoro timer

Matplotlib styles for scientific plotting

The goal of this project is to develop models capable of completing a variety of autonomous tasks within the Carla simulator.

Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]

Autonomous driving agent in CARLA Simulator trained using reinforcement learning

Official repo for the #tidytuesday project

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

Sequential Monte Carlo in python

A machine learning project in R using Naive Bayes to classify SMS messages as spam or non-spam.

A Python-based tool for finding Nash Equilibria in two-player games using payoff matrices.

Implementation of Robust SMC

A Python repository for generating and visualizing 2D Julia fractals, featuring customizable parameters for exploring the dynamics of complex functions.

This R package focuses on time series analysis, including AR(p) and MA(q) process simulation, the Durbin-Levinson Algorithm, the Innovation Algorithm and spectral density estimation with visualizat…

A Python repository for visualizing Koch fractals, including the Koch curve, Koch snowflake and a randomized variant of the snowflake.

分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

An interactive graphing library for R

Large Language Model Text Generation Inference

Get your documents ready for gen AI

openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 275+ supported cars.