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Aircraft design optimization made fast through computational graph transformations (e.g., automatic differentiation). Composable analysis tools for aerodynamics, propulsion, structures, trajectory …
A python library for structural analysis and design
SDK for building cross-platform desktop apps in ANSI-C
You like pytorch? You like micrograd? You love tinygrad! ❤️
Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]
Julia code for the book Reinforcement Learning An Introduction
What if Casey Muratori started Handmade Hero on a Mac? That's what this is.
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
A reinforcement learning package for Julia
PRML algorithms implemented in Python
Code repository for the research project "You Play Ball, I Play Ball: Bayesian Multi-Agent Reinforcement Learning for Slime Volleyball", won 1st Prize at 17th STePS.
C++ Implementation of PyTorch Tutorials for Everyone
A collection of important graph embedding, classification and representation learning papers with implementations.
A curated list of Monte Carlo tree search papers with implementations.
PyMC educational resources
Perform data science on data that remains in someone else's server
Simple and easily configurable 3D FPS-game-like environments for reinforcement learning
This is my repository for Data Structures using Python
A repository to store Z3-python scripts you can use as examples, reminders, whatever.
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Code and other material for the book "Deep Learning and the Game of Go"
Full and up-to-date source code of the chapters of the "SFML Game Development" book
Simple and easily configurable grid world environments for reinforcement learning
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125