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3d-machine-learning

A resource repository for 3D machine learning

anogan-keras

Unsupervised anomaly detection with generative model, keras implementation

beta-code-space

GitHub Codespace QuickStart

bmn2-lattice

Data analysis of lattice Monte Carlo simulations of quantum matrix models.

bmn2-netket

Variational Monte Carlo with neural states for the BMN matrix model.

bmn2-qiskit

Variational Quantum Eigensolver for matrix quantum mechanics.

bmn2-qutip

Quantum simulations of matrix quantum mechanics. Based on qutip.

c51scripts

chroma

The Chroma Software System for Lattice QCD

co-with-gnns-example

GNN for MaxCUT and MIS combinatorial optimization problems

coursera_capstone

Coursera Capstone repository to share code for the Capstone Project of the IBM Applied Data Science course

demo-uber-nyc-pickups

A Streamlit demo to interactively visualize Uber pickups in New York City

dlap2020

fastai-v3

Starter app for fastai v3 model deployment on Render

flashtorch

Visualisation toolkit for neural networks in PyTorch - towards explainable and interpretable AI!

fullstack-nanodegree-vm

glu

Gauge Link Utility (GLU) is a lattice field theory library.

grid

Data parallel C++ mathematical object library

hello-world

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

iroiro

IroIro++ JLQCD lattice code

keras-gan

Keras implementations of Generative Adversarial Networks.

latanalyze

a C++ library for lattice QCD data analysis

lightweight-human-pose-estimation.pytorch

Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

ludwig

Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.

metarl

milc_qcd

MILC collaboration code for lattice QCD calculations

minimal_bmn_mqm

Variational Quantum Monte Carlo with Block Autoregressive Flow Ansatz for Minimal BMN Matrix Quantum Mechanics.

misc_scripts

My own collection of KS_nHYP_FA analysis scripts

mm-qc-dl-supplemental

Supplementary material