andgoldschmidt

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

dm_control

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

JuMP.jl

Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

pysindy

A package for the sparse identification of nonlinear dynamical systems from data

torchquantum

A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.

blackjax

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

quantumcomputingbook

Companion site for the textbook Quantum Computing: An Applied Approach

neurodiffeq

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

ceviche

:shrimp: Electromagnetic Simulation + Automatic Differentiation

control

A repository for control benchmarking code

research-group-web

a template for research group sites

administrative-scripting-with-julia

Guide for writing shell scripts in Julia

Altro.jl

StateSpaceRoutines.jl

Package implementing common state-space routines.

Kronecker.jl

A general-purpose toolbox for efficient Kronecker-based algebra.

Kalman.jl

Flexible filtering and smoothing in Julia

control-engineering-with-python

Control Engineering with Python

derivative

Optimal numerical differentiation of noisy time series data in python.

ITensorNetworks.jl

A package with general tools for working with higher-dimensional tensor networks based on ITensor.

MuJoCo.jl

Julia bindings and visualiser for the MuJoCo physics engine.

ITensorTDVP.jl

Time dependent variational principle (TDVP) of MPS based on ITensors.jl.

Juqbox.jl

Juqbox.jl solves quantum optimal control problems in closed quantum systems

Awesome_Few_Shot_Learning

Advances of few-shot learning, especially for NLP applications.

QuantumCollocation.jl

Quantum Optimal Control with Direct Collocation

quantum_circuit_generator

Python package for automated generation of different types of quantum circuits

ng

Neural Galerkin

qutip-qtrl

The QuTiP quantum optimal control package