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100-days-of-ml-code

100 Days of ML Coding

bypass-paywalls-chrome

Bypass Paywalls web browser extension for Chrome and Firefox.

cplusplusthings

C++那些事

dmrgpy

DMRGPy is a Python library to compute quasi-one-dimensional spin chains and fermionic systems using matrix product states with DMRG as implemented in ITensor. Most of the computations can be performed both with DMRG and exact diagonalization for small systems, which allows one to benchmark the results.

dualunitarycircuits

Construct dual-unitary gates with arbitrary local Hilbert space dimension and calculate correlations.

dynamite

Fast quantum evolution and eigensolving using Krylov subspace methods via the PETSc/SLEPc libraries.

ed_basics

Basics on Exact Diagonalization

freecodecamp-pandas-real-life-example

krylovkit.jl

Krylov methods for linear problems, eigenvalues, singular values and matrix functions

lattice-symmetries

A package to simplify working with symmetry-adapted quantum many-body bases. Provides a good foundation for writing custom exact diagonalization and variational Monte Carlo software

learning-quantum-process

Using very few experiments to efficiently learn an approximate model of an n-qubit quantum process.

povm_genmodel

Reconstructing quantum states with generative models

predicting-quantum-properties

Using very few measurements to predict properties in quantum many-body systems.

prethermal

Bingtian's project

provable-ml-quantum

Code for predicting ground states and classifying phases of matter

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

python-3-object-oriented-programming-third-edition

Python 3 Object-Oriented Programming – Third Edition, published by Packt

python-for-financial-analysis-and-algorithmic-trading

https://www.udemy.com/python-for-finance-and-trading-algorithms/

pythonoop

The Original Code repository for my Python OOP Series

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

qtt

Quantum Technology Toolbox https://qtt.readthedocs.io/

quantum-error-mitigation

quantum_neural_network_classifiers

Code for efficiently implementing quantum neural network classifiers

quimb

A python library for quantum information and many-body calculations including tensor networks.

recirq

Research using Cirq!

stim

A fast stabilizer circuit library.

torchquantum

A PyTorch-based framework for Quantum ML and ML for Quantum, with support for easy deployments on real quantum computers.