quantum-computing-toolkit/README.md

Resources for Quantum Computing Machine Learning

Introductory Concepts

Atom Structure

• A nice animation video about the basic atom structure.

Photon Wave

• A nice animation video about the basic atom structure
• A nice animation video about the basic photon.

Electron Fluctuation or spin

• A nice animation video about the basic Electron Spin.
• A nice animation video about the basic Electron Spin.
• A nice animation video about the basic Electron Spin.

States

• A nice animation video about the Quantum States.

SuperPosition

• A nice animation video about the Quantum Superposition.

SuperPosition specific for machine learning (Quantum Walks)

• A nice video about the Quantum Walks.

Qubit

• A nice video about the Quantum Bits.
• A nice video about the Quantum Bits.

Basic Gates in Quantum Computing

• A nice video about the Quantum Gates.

Quantum Diode

• A nice video about the Quantum Diode.

Quantum Transistors

• Discussion about the Quantum Transistor.
• A nice video about quantum transistor.

Quantum Processor

• A nice video about quantum processor.

Quantum Registery QRAM

• A paper explaining QRAM.

Complex Numbers

• Series of explanation.

Tensors

• Series of explanation.
• Quantum tensors basics.

Tensors Network

• Tensors Network Some ideas specifically for quantum algorithms.

Quantum K-Means

• Applying Quantum Kmeans on Images.

Quantum Fuzzy C-Means

• QFuzzy theory.

Quantum Support Vector Machine

• Nice paper explanation.
• Nice Application of QSVM.

Quantum Genetic Algorithm

• Very Beautiful Article.
• Very Beautiful Article.

Quantum Hidden Morkov Models

• Very Beautiful Article.

Quantum state classification with Bayesian methods

• Very Beautiful Article.
• Very Beautiful Article.

Quantum Ant Colony Optimization

• Very Beautiful Article.

Quantum Cellular Automata

• Very Beautiful Article.
• Very Beautiful Article.

Quantum perceptrons

• Very Beautiful Article.
• Very Beautiful Article.

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TED Talks related to Quantum Computing

1. A beginner's guide to quantum computing: https://www.ted.com/talks/shohini_ghose_quantum_computing_explained_in_10_minutes#t-322340

2. What can Schrödinger's cat teach us about quantum mechanics? https://www.ted.com/talks/josh_samani_what_can_schrodinger_s_cat_teach_us_about_quantum_mechanics#t-323151

3. Schrödinger's cat: A thought experiment in quantum mechanics: https://www.ted.com/talks/chad_orzel_schrodinger_s_cat_a_thought_experiment_in_quantum_mechanics#t-263061

4. What is the Heisenberg Uncertainty Principle? https://www.ted.com/talks/chad_orzel_what_is_the_heisenberg_uncertainty_principle#t-259830

5. How quantum physics can make encryption stronger: https://www.ted.com/talks/vikram_sharma_how_quantum_physics_can_make_encryption_stronger#t-701357

6. How quantum biology might explain life's biggest questions: https://www.ted.com/talks/jim_al_khalili_how_quantum_biology_might_explain_life_s_biggest_questions#t-394875

7. Making sense of a visible quantum object: https://www.ted.com/talks/aaron_o_connell_making_sense_of_a_visible_quantum_object#t-9460

8. The future of supercomputers? A quantum chip colder than outer space: https://www.ted.com/talks/jerry_chow_the_future_of_supercomputers_a_quantum_chip_colder_than_outer_space#t-1807

9. What's the smallest thing in the universe? https://www.ted.com/talks/jonathan_butterworth_what_s_the_smallest_thing_in_the_universe#t-305865