davidfitzek Goto Github PK

ase

bachelor_thesis_qml

brew

🍺 The missing package manager for macOS (or Linux)

code_snippets

computational-physics-binary-alloy

In this work we will take a look at an Ising-model like model of a binary alloy of copper and zinc atoms. We will see how different properties of this alloy depend on the temperature of the system, which determines the mobility of the particles.

computational-physics-molecular-dynamics

We are going to investigate static properties of aluminum-particles in a molecular dynamics simulation. 256 particles are placed on a 3d grid in a box with periodic boundary conditions.

counterfactual-state-explanations

Counterfactual State Explanations for Reinforcement Learning Agents via Generative Deep Learning

davidfitzek.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

generative-quantum-states

Official code for the paper "Predicting Properties of Quantum Systems with Conditional Generative Models"

google-research

Google Research

lgp-super-mario-bros-lvl-1

Solving the first level of Super Mario Bros made with Python and Pygame using an Linear genetic algorithm.

mctx_learning_demo

ml-society-science

Notes and slides for a course on social and scientific aspects of machine learning

muzero-general

MuZero

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

post

qbang

qflow

qgrad

A Python library to integrate automatic differentiation tools such as JAX with QuTiP and related quantum software packages.

qiskit-iqx-tutorials

A collection of Jupyter notebooks showing how to use Qiskit that is synced with the IBM Q Experience

qiskitcampasia2019

quantum

Hybrid Quantum-Classical Machine Learning in TensorFlow

quartz

The Quartz Quantum Compiler

rl-baselines3-zoo

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

stable-baselines3

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

toric-rl-decoder

Deep reinforcement learning decoder for the toric code

tutorials

PyTorch tutorials.