awesome-quantum-machine-learning
Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web
https://github.com/krishnakumarsekar/awesome-quantum-machine-learning
Last synced: 16 days ago
JSON representation
BASICS
CONSOLIDATED Quantum Research Papers
- scirate - Plenty of Quantum Research Papers Available
- Peter Wittek - Famous Researcher for the Quantum Machine Leanrning , Published a book in this topic
INTRODUCTION
- D-Wave - Owner of a quantum processor
- IBM - Quantum Computer Lab
- Quora - Question Regarding future of quantum AI
- Youtube - Google Video of a Quantum Processor
- external-link - MIT Review
- microsoft new product - Newly Launched Microsoft Quantum Language and Development Kit
- microsoft - Microsoft Quantum Related Works
- Google2 - Google Quantum Machine Learning Blog
- BBC - About Google Quantum Supremacy,IBM Quantum Computer and Microsoft Q
- Google Quantum Supremacy - Latest 2019 Google Quantum Supremacy Achievement
- VICE on the fight - IBM Message on Google Quantum Supremacy
- IBM Zurich Quantum Safe Cryptography - An interesting startup to replace all our Certificate Authority Via Cloud and IBM Q
- Google - Quantum AI Lab
- D-Wave - Owner of a quantum processor
- NASA - NASA Quantum Works
- Quora - Question Regarding future of quantum AI
- IBM Quantum Supremacy - IBM Talk on Quantum Supremacy as a Primer
- IBM - Quantum Computer Lab
QAUNTUM NEURAL NETWORK
- ![QNN 1 - 12-11-quantum-neural-networks.html)
- ![Quantum Perceptron 1
- ![Quantum Perceptron 2
- ![Quantum Perceptron 3
- ![Quantum Perceptron 4 - access/quantum-neural-network-based-parts-of-speech-tagger-for-hindi-0976-4860-5-137-152.pdf.php?aid=35658)
- ![Quantum Perceptron 5
- PDF1 - Good Theory
- PDF2 - Good Explanation
- PDF2 - Good Explanation
- PDF1 - Good Theory
QAUNTUM STATISTICAL DATA ANALYSIS
- ![quantumstatistics1 - 2014-rims1031public)
- ![quantumstatistics2 - 2014-rims1031public)
- ![quantumstatistics3 - 2014-rims1031public)
- ![quantumstatistics5 - dynamics-as-generalized-conditional-probabilities)
- ![quantumstatistics6 - density-operators-in-quantum-information)
QUANTUM BASED DEGREES
- Standford university - Nice Preparatory Course
- edx - Quantum Mechanics for Everyone
- NPTEL 1 - Nice Series of Courses to understand basics and backbone of quantum mechanics
- NPTEL 2
- NPTEL 3
- NPTEL 4
- NPTEL 5
- Bristol
- Maxs Planks University
- MIT - Super Explanation and well basics
- NPTEL - Nice Series of Courses to understand basics and backbone of quantum Physics
- University of Copenhagen
- NPTEL 1 - Nice Series of Courses to understand basics and backbone of quantum Chemistry
- NPTEL 2
- UGent Belgium
- MIT - Super Explanation and well basics
- edx - Nice Explanation
- NPTEL - Nice Series of Courses to understand basics and backbone of quantum Computing
- uwaterloo
- National University Singapore
- Baidu
- Munich
- Skoltech
- quantwiki
- MIT - Super Explanation and well basics
- edx - Nice Explanation
- NPTEL - Nice Series of Courses to understand basics and backbone of quantum information and computing
- MIT
- Standford University
- Joint Center for Quantum Information and Computer Science - University of Maryland
- Perimeter Institute
- ULB Belgium
- IQOQI
- MIT - Wonderful Course
- NPTEL - Nice Series of Courses to understand basics and backbone of quantum Electronics
- Texas
- Zurich
- ICFO
- Tata Institute
- Standford university - Nice Preparatory Course
- edx - Some QFT Concepts available
- Imperial
- Vrije
- Oxford
- Quora 1
- Quora 1
- Artificial Agents Research for Quantum Designs
- University of Notre ***
- Standford university - Nice Preparatory Course
- National University Singapore
- Skoltech
- MIT
- Joint Center for Quantum Information and Computer Science - University of Maryland
- ULB Belgium
- Artificial Agents Research for Quantum Designs
- Baidu
- Skoltech
- NPTEL - Nice Series of Courses to understand basics and backbone of quantum information and computing
- NPTEL - Nice Series of Courses to understand basics and backbone of quantum Electronics
- NPTEL 1 - Nice Series of Courses to understand basics and backbone of quantum mechanics
- NPTEL 2
- NPTEL 3
- NPTEL 4
- NPTEL 5
- NPTEL - Nice Series of Courses to understand basics and backbone of quantum Physics
- NPTEL 1 - Nice Series of Courses to understand basics and backbone of quantum Chemistry
- NPTEL 2
- NPTEL - Nice Series of Courses to understand basics and backbone of quantum Computing
- NPTEL - Nice Series of Courses to understand basics and backbone of quantum information and computing
- NPTEL - Nice Series of Courses to understand basics and backbone of quantum Electronics
- Australian National University
- National University Singapore
- ICFO
Quantum Computing
- ![atom
- YOUTUBE - A nice animation video about the basic photon 1
- YOUTUBE - A nice animation video about the basic photon 2
- ![Photon wave
- YOUTUBE - A nice animation video about the basic Electron Spin 1
- YOUTUBE - A nice animation video about the basic Electron Spin 2
- YOUTUBE - A nice animation video about the basic Electron Spin 3
- ![States
- YOUTUBE - A nice animation video about the Quantum States
- ![SuperPosition
- YOUTUBE - A nice animation video about the Quantum Superposition
- YOUTUBE - A nice video about the Quantum Walks
- ![Qubit
- YOUTUBE - A nice video about the Quantum Bits 1
- YOUTUBE - A nice video about the Bits and Qubits 2
- ![Basic Gates in Quantum Computing
- YOUTUBE - A nice video about the Quantum Gates
- ![Diodes in Quantum Computing1
- ![Diodes in Quantum Computing2
- ![Diodes in Quantum Computing3 - 10-nanoscale-boosts-quantum-dot-emitting.html)
- YOUTUBE - A nice video about the Quantum Diode
- ![Quantum Transistors1
- ![Quantum Transistors2
- QUORA - Discussion about the Quantum Transistor
- YOUTUBE - Well Explained
- ![Quantum Processor1 - reading-series/introduction-d-wave-quantum-hardware#h2-0)
- ![Quantum Processor2 - guide)
- ![Quantum Processor3 - computing-corporations-list/)
- ![QRAM1
- PDF - very Well Explained
- YOUTUBE - A nice video about the Bits and Qubits 2
- PDF - very Well Explained
- ![Basic Gates in Quantum Computing
QUANTUM COMPUTING MACHINE LEARNING BRIDGE
- ![Complex Numbers1
- ![Complex Numbers2 - numbers.html)
- ![Complex Numbers3
- YOUTUBE - Wonderful Series very super Explained
- ![Tensors1
- ![Tensors2 - product)
- ![Tensors3
- ![Tensors4
- YOUTUBE - Wonderful super Explained tensors basics
- YOUTUBE - Quantum tensors basics
- ![Tensors Network1
- ![Tensors Network2
- ![Tensors Network3
- YOUTUBE - Tensors Network Some ideas specifically for quantum algorithms
- ![Complex Numbers2 - numbers.html)
- YOUTUBE - Tensors Network Some ideas specifically for quantum algorithms
- ![Tensors1
- ![Tensors Network3
QUANTUM MACHINE LEARNING ALGORITHMS
- PDF1 from Microsoft - Theory Explanation
- PDF2 - A Good Material to understand the basics
- PDF1 - Theory
- PDF2 - Theory
- PDF3 - Explaining well the K-means clustering using hamiltonian
- PDF1 - Nice Explanation but little hard to understand :)
- PDF2 - Nice Application of QSVM
- ![Flow Chart
- PDF1 - Very Beautiful Article , well explained and superp
- PDF2 - A big theory :)
- PDF3 - Super Comparison
- Matlab - Simulation
- PDF1 - Nice idea and explanation
- PDF2 - Nice but a different concept little
- ![Bayesian Network Sample1
- ![Bayesian Network Sample2
- ![Bayesian Network Sample3
- PDF1 - Good Theory
- PDF2 - Good Explanation
- ![Ant Colony Optimization 1
- PDF1 - Good Concept
- PDF2 - Good Application
- Wikipedia - Basic
- PDF1 - Just to get the keywords
- PDF2 - Nice Explanation and an easily understandable application
- ![Flow Chart
- Python1 - Simulation
- ![Bayesian Network Sample3
- PDF2 - A Good Material to understand the basics
- PDF3 - Explaining well the K-means clustering using hamiltonian
- PDF1 - Nice Explanation but little hard to understand :)
- PDF2 - A big theory :)
- PDF1 - Nice idea and explanation