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/eric-erki/awesome-quantum-machine-learning
Last synced: 14 days ago
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BASICS
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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
- Peter Wittek - Famous Researcher for the Quantum Machine Leanrning , Published a book in this topic
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INTRODUCTION
- Youtube - Google Video of a Quantum Processor
- microsoft - Microsoft Quantum Related Works
- Google2 - Google Quantum Machine Learning Blog
- Google Quantum Supremacy - Latest 2019 Google Quantum Supremacy Achievement
- Google - Quantum AI Lab
- D-Wave - Owner of a quantum processor
- D-Wave - Owner of a quantum processor
- NASA - NASA Quantum Works
- IBM - Quantum Computer Lab
- Quora - Question Regarding future of quantum AI
- IBM Quantum Supremacy - IBM Talk on Quantum Supremacy as a Primer
- IBM - Quantum Computer Lab
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QAUNTUM NEURAL NETWORK
- ![QNN 1 - 12-11-quantum-neural-networks.html)
- ![Quantum Perceptron 1
- ![Quantum Perceptron 2
- ![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
- PDF1 - Good Theory
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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)
- ![quantumstatistics4
- ![quantumstatistics4
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QUANTUM BASED DEGREES
- Standford university - Nice Preparatory Course
- edx - Quantum Mechanics for Everyone
- Bristol
- MIT - Super Explanation and well basics
- University of Copenhagen
- edx - Nice Explanation
- National University Singapore
- Munich
- quantwiki
- edx - Nice Explanation
- MIT
- Standford University
- Perimeter Institute
- ULB Belgium
- IQOQI
- Texas
- edx - Some QFT Concepts available
- Vrije
- Oxford
- Quora 1
- Quora 1
- 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
- Imperial
- University of Notre ***
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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
- ![Spin
- 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
- YOUTUBE - A nice animation video about the Quantum Superposition
- ![SuperPosition specific for machine learning
- YOUTUBE - A nice video about the Quantum Walks
- ![Classical Bits
- YOUTUBE - A nice video about the Quantum Bits 1
- 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
- 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
- ![QRAM2
- PDF - very Well Explained
- YOUTUBE - A nice video about the Bits and Qubits 2
- PDF - very Well Explained
- ![Basic Gates in Quantum Computing
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QUANTUM COMPUTING MACHINE LEARNING BRIDGE
- ![Complex Numbers1
- ![Complex Numbers2 - numbers.html)
- YOUTUBE - Wonderful Series very super Explained
- ![Tensors1
- ![Tensors2 - product)
- YOUTUBE - Wonderful super Explained tensors basics
- YOUTUBE - Quantum tensors basics
- ![Tensors Network1
- ![Complex Numbers2 - numbers.html)
- YOUTUBE - Tensors Network Some ideas specifically for quantum algorithms
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QUANTUM MACHINE LEARNING ALGORITHMS
- PDF1 from Microsoft - Theory Explanation
- PDF2 - A Good Material to understand the basics
- PDF2 - Theory
- PDF3 - Explaining well the K-means clustering using hamiltonian
- PDF1 - Nice Explanation but little hard to understand :)
- PDF1 - Very Beautiful Article , well explained and superp
- PDF2 - A big theory :)
- ![Flow Chart
- 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
- ![Quantum Cellular Automata
- Wikipedia - Basic
- PDF1 - Just to get the keywords
- ![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
- PDF2 - Nice but a different concept little
- PDF1 - Good Theory
- PDF1 - Just to get the keywords
- PDF2 - Nice Application of QSVM
- PDF3 - Super Comparison
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Quantum Machine Learning vs Deep Learning
- Quora - Good Discussion
- Quora - The Bridge Discussion
- Microsoft - Microsoft plan to merge both
- Google - Google Research Discussion
- IBM - IBM plan to merge both
- Microsoft - Microsoft plan to merge both
- MIT and Google - Solutions for all questions
- Microsoft - Microsoft plan to merge both
- IBM Project - IBM Project idea
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QUANTUM MEETUPS
- Meetup 10 - Quantum Physics Sydney Australia
- Meetup 17 - Quantum Computing London
- Meetup 3 - Quantum Computing New York
- Meetup 5 - Quantum Artificial Intelligence Texas
- Meetup 6 - Genarl Quantum Mechanics , Mathematics New York
- Meetup 7 - Quantum Computing Mountain View California
- Meetup 8 - Statistical Analysis New York
- Meetup 9 - Quantum Mechanics London UK
- Meetup 11 - Quantum Physics Berkeley CA
- Meetup 12 - Quantum Computing London UK
- Meetup 13 - Quantum Mechanics Carmichael CA
- Meetup 14 - Maths and Science Group Portland
- Meetup 15 - Quantum Physics Santa Monica, CA
- Meetup 16 - Quantum Mechanics London
- Meetup 18 - Quantum Meta Physics ,Kansas City , Missouri ,US
- Meetup 19 - Quantum Mechanics and Physics ,Boston ,Massachusetts ,US
- Meetup 20 - Quantum Physics and Mechanics ,San Francisco ,California
- Meetup 21 - Quantum Mechanics ,Langhorne, Pennsylvania
- Meetup 22 - Quantum Mechanics ,Portland
- Meetup 4 - Quantum Computing Canada
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QUANTUM PROGRAMMING LANGUAGES , TOOLs and SOFTWARES
- Software - Nice content of all
- Rigetti - A best tools repository to use quantum computer in real time
- Rigetti Forest - An API to connect Quantum Computer
- quil/pyQuil - A quantum instruction language to use forest framework
- QISKit - A IBM Kit to access quantum computer and mainly for quantum circuits
- IBM Bluemix Simulator - A Bluemix Simulator for Quantum Circuits
- Microsoft Quantum Development Kit - Microsoft Visual Studio Enbaled Kit for Quantum Circuit Creation
- qiskit api python - An API to connect IBM Quantum Computer ,With the generated token its easy to connect ,but very limited utils ,Lot of new utils will come soon
- Bayesian Based Quatum Projects Repository - A nice repository and the kickstarter of bayesforge
- Google Fermion Products - A newly launched product specifivally for chemistry simulation
- Generative Tensorial Networks - A startup to apply machine learning via tensor network for drug discovery
- XANADU - A Light based Quantum Hardware(chips supports) and Software Company Started in Preparation Stage. Soon will be in market
- fathom computing - A new concept to train the ai in a processor using light and quantum based concepts. soon products will be launch
Categories
QUANTUM BASED DEGREES
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QUANTUM MACHINE LEARNING ALGORITHMS
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Quantum Computing
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QUANTUM PROGRAMMING LANGUAGES , TOOLs and SOFTWARES
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QUANTUM MEETUPS
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INTRODUCTION
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Recent Quantum Updates forum ,pages and newsletter
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QUANTUM COMPUTING MACHINE LEARNING BRIDGE
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Quantum Machine Learning vs Deep Learning
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QAUNTUM NEURAL NETWORK
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BASICS
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QAUNTUM STATISTICAL DATA ANALYSIS
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CONSOLIDATED Quantum Research Papers
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Sub Categories