Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https-github.com-krishnakumarsekar-awesome-quantum-machine-learning
- stage
- google - q/)).
- D-Wave - Owner of a quantum processor
- Google - Quantum AI Lab
- IBM - Quantum Computer Lab
- Quora - Question Regarding future of quantum AI
- NASA - NASA Quantum Works
- 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
- WIKIPEDIA - Basic History and outline
- LIVESCIENCE - A survey
- YOUTUBE - Simple Animation Video Explanining Great.
- WIKIPEDIA - Basic History and outline
- WEBOPEDIA - A survey
- YOUTUBE - Simple Animation Video Explanining Great.
- LINK - Basic outline
- YOUTUBE - A nice animation video about the basic atom structure
- ![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
- ![SuperPosition
- YOUTUBE - A nice animation video about the Quantum Superposition
- ![SuperPosition specific for machine learning
- YOUTUBE - A nice video about the Quantum Walks
- ![Classical Bits
- ![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/)
- YOUTUBE - Well Explained
- ![QRAM1
- ![QRAM2
- PDF - very Well Explained
- ![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
- PDF1 from Microsoft - Theory Explanation
- PDF2 - A Good Material to understand the basics
- Matlab - Yet to come soon
- Python - Yet to come soon
- PDF1 - Applying Quantum Kmeans on Images in a nice way
- PDF2 - Theory
- PDF3 - Explaining well the K-means clustering using hamiltonian
- Matlab - Yet to come soon
- Python - Yet to come soon
- PDF1 - Theory
- Matlab - Yet to come soon
- Python - Yet to come soon
- PDF1 - Nice Explanation but little hard to understand :)
- PDF2 - Nice Application of QSVM
- Matlab - Yet to come soon
- Python - Yet to come soon
- ![Flow Chart
- PDF1 - Very Beautiful Article , well explained and superp
- PDF2 - A big theory :)
- PDF3 - Super Comparison
- Matlab - Simulation
- Python1 - Simulation
- Python2 - Yet to come
- ![Flow Chart
- PDF1 - Nice idea and explanation
- PDF2 - Nice but a different concept little
- Matlab - Yet to come
- Python1 - Yet to come
- Python2 - Yet to come
- ![Bayesian Network Sample1
- ![Bayesian Network Sample2
- ![Bayesian Network Sample3
- PDF1 - Good Theory
- PDF2 - Good Explanation
- Matlab - Yet to come
- Python1 - Yet to come
- Python2 - Yet to come
- ![Ant Colony Optimization 1
- PDF1 - Good Concept
- PDF2 - Good Application
- Matlab - Yet to come
- Python1 - Yet to come
- Python2 - Yet to come
- ![Quantum Cellular Automata
- Wikipedia - Basic
- PDF1 - Just to get the keywords
- PDF2 - Nice Explanation and an easily understandable application
- Matlab - Yet to come
- Python1 - Yet to come
- Python2 - Yet to come
- ![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
- Matlab - Yet to come
- Python1 - Yet to come
- Python2 - Yet to come
- ![quantumstatistics1 - 2014-rims1031public)
- ![quantumstatistics2 - 2014-rims1031public)
- ![quantumstatistics3 - 2014-rims1031public)
- ![quantumstatistics4
- ![quantumstatistics5 - dynamics-as-generalized-conditional-probabilities)
- ![quantumstatistics6 - density-operators-in-quantum-information)
- Software - Nice content of all
- Python library - A python library
- Matlab based python library - Matlab Python Library
- Quantum Tensor Network Github - Tensor Network
- Bayesforge - A Beautiful Amazon Web Service Enabled Framework for Quantum Alogorithms and Data Analytics
- 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
- Grove - Grove is a repository to showcase quantum Fourier transform, phase estimation, the quantum approximate optimization algorithm, and others developed using Forest
- 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
- Microsoft "Q#" - Microsoft Q Sharp a new Programming Language 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
- Cyclops Tensor Framework - A framework to do tensor network simulations
- Python ToolKit for chemistry and physics Quantum Algorithm simulations - A New Started Project for simulating molecule and solids
- Bayesian Based Quatum Projects Repository - A nice repository and the kickstarter of bayesforge
- Google Fermion Products - A newly launched product specifivally for chemistry simulation
- Tree Tensor Networks - Interesting Tensor Network in Incubator
- Deep Tensor Neural Network - Some useful information about Tensor Neural Network in Incubator
- Generative Tensorial Networks - A startup to apply machine learning via tensor network for drug discovery
- Google Bristlecone - A new Quantum Processor from Google , Aimed for Future Hardwares with full fledged AI support
- 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
- Alibaba Quantum Computing Cloud Service - Cloud Service to access 11 Bit Quantum Computing Processor
- Atomistic Machine Learning Project - Seems something Interesting with Deep Tensor Network for Quantum Chemistry Applications
- Quantum Tensorflow - Yet to come soon
- Quantum Spark - Yet to come soon
- Quatum Map Reduce - Yet to come soon
- Quantum Database - Yet to come soon
- Quantum Server - Yet to come soon
- Quantum Data Analytics - Yet to come soon
- Quora - Good Discussion
- Quora - The Bridge Discussion
- Pdf - Nice Discussion
- Google - Google Research Discussion
- Microsoft - Microsoft plan to merge both
- IBM - IBM plan to merge both
- IBM Project - IBM Project idea
- MIT and Google - Solutions for all questions
- Meetup 1 - Quantum Physics
- Meetup 2 - Quantum Computing London
- Meetup 3 - Quantum Computing New York
- Meetup 4 - Quantum Computing Canada
- 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 10 - Quantum Physics Sydney Australia
- 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 17 - Quantum Computing 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
- 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
- Australian National University
- 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
- Berkley
- Baidu
- uwaterloo
- National University Singapore
- 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
- National University Singapore
- 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
- Joint Center for Quantum Information and Computer Science - University of Maryland
- Quora 1
- Quora 1
- Artificial Agents Research for Quantum Designs
- University of Notre Damn
- scirate - Plenty of Quantum Research Papers Available
- Peter Wittek - Famous Researcher for the Quantum Machine Leanrning , Published a book in this topic
- Quantum-Tech - A Beautiful Newsletter Page Publishing Amazing Links
- facebook Quantum Machine Learning - Running By me . Not that much good :). You can get some ideas
- Linkedlin Quantum Machine Learning - A nice page running by experts. Can get plenty of ideas
- ![License - quantum-machine-learning/blob/master/LICENCE)
- ![Dedicated Opensources
- Is Quantum Machine Learning Will Reveal the Secret Maths behind Astrology?
- online
- ![PPT Basics
- ![PPT Basics2 - DPc/present)
Keywords
machine-learning
3
static-analysis
1
probability
1
mathematics
1
machine-learning-mathematics
1
linear-algebra
1
gradient-descent
1
deep-learning-mathematics
1
deep-learning
1
approximation-algorithms
1
algorithm
1
advanced-probability
1
quantum-chemistry
1
tensor-networks
1
mps
1
matrix-product-states
1