soph-loaf

manim

A community-maintained Python framework for creating mathematical animations.

sympy

A computer algebra system written in pure Python

cs231n.github.io

Public facing notes page

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

videos

Code for the manim-generated scenes used in 3blue1brown videos

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

higgsfield

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

RL-Adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

earthengine-api

Python and JavaScript bindings for calling the Earth Engine API.

pbpython

Code, Notebooks and Examples from Practical Business Python

rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

meshio

:spider_web: input/output for many mesh formats

minted

minted is a LaTeX package that provides syntax highlighting using the Pygments library. Highlighted source code can be customized using fancyvrb.

mpmath

Python library for arbitrary-precision floating-point arithmetic

mpc.pytorch

A fast and differentiable model predictive control (MPC) solver for PyTorch.

rl-tutorial-jnrr19

Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019

nn_dynamics

num-methods-for-PDEs

Lecture material on numerical methods for partial differential equations.

Numerical-Analysis-Python

Python notebooks for Numerical Analysis

dolfinx-tutorial

A reimplementation of the Springer book: https://github.com/hplgit/fenics-tutorial/, covering new topics as well as transitioning from dolfin to dolfinx

defelement.com

an encyclopedia of finite element definitions

mae-207-fea-for-coupled-problems

Code examples for the class "MAE 207: FEA for coupled problems" at UC San Diego

regulargrid

Regular Grid Multivariate linear interpolation

adios4dolfinx

Extending DOLFINx with checkpointing functionality

intro-numerical-methods

Jupyter notebooks and other materials developed for the Columbia course APMA 4300

uli-workshop-examples-2022

Examples of using the FEniCS finite element software, for the ULI software workshop on 4 February, 2022.

mecs6616_sp23_project4_viz

Viz tools for Columba MECS6616 Project 4 (Robot Learning)

aht_project

Analysis of weather and temperature data to determine heat transfer variation in urban areas as a function of distance to vegetation.