Andy Goldschmidt's starred repositories
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
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.
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.
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.
research-group-web
a template for research group sites
administrative-scripting-with-julia
Guide for writing shell scripts in Julia
StateSpaceRoutines.jl
Package implementing common state-space routines.
Kronecker.jl
A general-purpose toolbox for efficient Kronecker-based algebra.
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.
ITensorTDVP.jl
Time dependent variational principle (TDVP) of MPS based on ITensors.jl.
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
qutip-qtrl
The QuTiP quantum optimal control package