Merge pull request #515 from nathanshammah/tag-grant

Update grant tags

src/content/grant/2018_NISQAI.md

@@ -7,6 +7,5 @@ country: US
 tags:
   - python
   - machine learning
-  - quantum
 ---
 To the [NISQAI](https://github.com/QuantumAI-lib/NISQAI) project to build a library for machine learning with near-term quantum processors. [Proposal](https://github.com/QuantumAI-lib/NISQAI/blob/master/proposal/nisqai.pdf), [Video](https://www.youtube.com/watch?v=_dOJ7Bhibec&t=1s), [arXiv](https://scirate.com/arxiv/2003.01695), [publ.](https://link.aps.org/doi/10.1103/PhysRevA.102.032420)

src/content/grant/2018_QAOA_Traveling_Salesman.md

@@ -4,8 +4,9 @@ year: 2018
 month: 6
 day: 27
 country: PL
-tags: 
-  - quantum education
+tags:
+  - education
   - python
+  - qaoa
 ---
 To [Michał Stęchły](http://www.mustythoughts.com/about/) to build a traveling salesman solver web application and [tutorials](https://github.com/mstechly/quantum_tsp_tutorials) for Forest based on the quantum approximate optimization algorithm. [github tutorials](https://github.com/mstechly/quantum_tsp_tutorials), [blogpost](https://www.mustythoughts.com/post/solving-the-traveling-salesman-problem-using-quantum-computer), [web app source code (it's not live anymore)](https://github.com/BOHRTECHNOLOGY/tsp-demo-unitary-fund)

src/content/grant/2018_QCGPU.md

@@ -6,6 +6,6 @@ day: 2
 tags:
   - GPU
   - python
-  - quantum
+  - simulator
 ---
  To [Adam Kelly](https://adamisntdead.com/) to extend his work on the open source [QCGPU](https://qcgpu.github.io/) high performance quantum circuit simulator [github](https://github.com/QCGPU/qcgpu), [libraries](https://github.com/libtangle), [website](https://libtangle.com/).

src/content/grant/2018_Quantum_programming_studio.md

@@ -6,7 +6,6 @@ day: 15
 country: RS
 tags:
   - python
-  - quantum
   - simulator
 ---
 To [Petar Korponaić](https://github.com/perak) to support and extend the [Quantum Programming Studio](https://quantum-circuit.com/home), an open source in-browser IDE for multi-platform quantum programming. This project became the startup [Quantastica](https://quantastica.com/) that makes cross-platform quantum software. [Twitter](https://twitter.com/quantcirc), [Website](https://quantum-circuit.com/)

src/content/grant/2018_Qurry.md

@@ -5,8 +5,7 @@ month: 6
 day: 26
 country: US
 tags:
-  - probability
-  - python
-  - TeX
+  - programming language
+  - probabilistic programming
 ---
 To [Lucas Saldyt](https://github.com/LSaldyt) to prototype a [probabilistic programming language for quantum computing](https://github.com/LSaldyt/unitary-proposal). This library is called [Qurry](https://github.com/LSaldyt/qurry).

src/content/grant/2018_pyZX.md

@@ -6,7 +6,7 @@ day: 9
 country: NL
 tags:
   - python
-  - OpenQasm
-  - visualization
+  - compiler
+  - pyzx
 ---
 To [Aleks Kissinger](https://www.cs.ru.nl/A.Kissinger/) and [John van de Wetering](http://vdwetering.name/) to support the development of [pyZX](https://github.com/Quantomatic/pyzx), an optimizing quantum circuit compiler based on a diagrammatic semantics from monoidal categories. This work resulted in two publications: (i) an overview of the pyZX library and (ii) benchmarks showing that pyZX outperforms the state of the art in reducing T-Count. [arXiv1](https://arxiv.org/abs/1904.04735) [arXiv2](https://arxiv.org/pdf/1903.10477.pdf) [Video](https://www.youtube.com/watch?v=iC-KVdB8pf0) [Website](http://zxcalculus.com/)

src/content/grant/2019_Interactive_in-browser_ket_and_matrix_viewers.md

@@ -5,7 +5,7 @@ month: 12
 day: 21
 country: PL
 tags:
-  - quantum education
+  - education
   - visualization
   - game
 ---

src/content/grant/2019_QHyp.md

@@ -5,7 +5,6 @@ month: 10
 day: 13
 country: AU
 tags:
-  - quantum
-  - software
+  - probabilistic programming
 ---
 To [Abdul Karim Obeid](https://www.linkedin.com/in/abdulko/) and the [QHyp](https://qhyp.info/) project, developing research and software at the intersection of quantum contextuality and probabilistic programming.  [Publication](https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0208555)

src/content/grant/2019_QWorld's_QCousins.md

@@ -4,8 +4,8 @@ year: 2019
 month: 10
 day: 21
 country: HU, LV, PL
-tags: 
-  - quantum education
-  - software
+tags:
+  - education
+  - workshop
 ---
 To [QCousins](http://qworld.lu.lv/index.php/qcousins/) to support their mission of welcoming a young and diverse group of programmers into quantum computing. The grant will fund more of their quantum programming [workshops](http://qworld.lu.lv/index.php/workshop-bronze/) and [educational materials](http://qworld.lu.lv/index.php/qkitchen/). [Workshops we funded](http://qworld.lu.lv/index.php/unitary-fund/)

src/content/grant/2019_Qrack.md

@@ -7,7 +7,6 @@ country: US
 tags:
   - simulator
   - C++
-  - quantum
   - GPU
 ---
 To [Qrack](https://github.com/vm6502q/qrack) an open source, comprehensive, GPU-accelerated framework for simulating universal quantum processors. (Qrack has also passed the proof-of-concept stage for distributed simulation.) [Docs](https://qrack.readthedocs.io/en/latest/index.html), [Benchmarks](https://qrack.readthedocs.io/en/latest/performance.html)

src/content/grant/2019_QuNetSim.md

@@ -8,5 +8,7 @@ tags:
   - simulator
   - python
   - cryptography
+  - networks
+  - qutip
 ---
 To [Stephen DiAdamo](https://scholar.google.ca/citations?user=k9O1vSwAAAAJ&hl=en) to develop [QuNetSim](https://arxiv.org/abs/2003.06397), a quantum network Python simulation framework for investigating quantum network protocols. [github](https://github.com/tqsd/QuNetSim), [arXiv](https://arxiv.org/abs/2003.06397), [video](https://www.youtube.com/watch?v=HE6jWjW1WT8)

src/content/grant/2019_SciGym.md

@@ -5,7 +5,7 @@ month: 1
 day: 28
 country: AT
 tags:
-  - Machine Learning
-  - quantum
+  - machine learning
+  - error correction
 ---
 To [SciGym](https://www.scigym.net/) to build open source library for reinforcement learning environments in science. Examples include [training a surface code decoder.](https://www.scigym.net/env/gym-surfacecode)

src/content/grant/2019_zxQentiana.md

@@ -6,7 +6,9 @@ day: 4
 country: AT, CH
 tags:
   - Javascript
-  - quantum
-  - visualizations
+  - error correction
+  - resource estimation
+  - visualization
+  - pyzx
 ---
 To [Alexandru Paler](https://scholar.google.com/citations?user=WmghO7UAAAAJ) and [Daniel Herr](https://scholar.google.com/citations?user=80srjkkAAAAJ&hl=en) to develop zxQentiana an open source, resource estimator for time and space tradeoffs for the surface code that uses pyZX compilation. [github](https://github.com/quantumresource/zxQentiana)

src/content/grant/2020_Building_Quantum_RAM_in_Qsharp.md

@@ -6,6 +6,6 @@ day: 23
 country: US, CA
 tags:
   - Q#
-  - microsoft
+  - programming language
 ---
 To [Olivia De Matteo](http://glassnotes.github.io/) and [Sarah Kaiser](https://www.sckaiser.com/) to build and optimize an open source Q# library for quantum RAM. [github](https://github.com/qsharp-community/qram)

src/content/grant/2020_Establishing_QWorld.md

@@ -5,7 +5,7 @@ month: 10
 day: 5
 country: LV
 tags:
-  - quantum education
+  - education
   - non-profit
 ---
 To the [QWorld](https://qworld.lu.lv/), team, a follow-up grant to be incorporated as a non-profit organization and step up their activities.  [arXiv](https://arxiv.org/abs/2010.13552)

src/content/grant/2020_ML-powered_ QAOA_Util.md

@@ -6,7 +6,7 @@ day: 1
 country: PL
 tags:
   - python
-  - Machine Learning
-  - QAOA
+  - machine learning
+  - qaoa
 ---
 To [Dariusz Lasecki](https://dlasecki.github.io/) to build an open-source Python library that delivers easy-to-use high-quality pre-trained machine learning models to predict good QAOA starting parameters for selected classes of problems.

src/content/grant/2020_MartaCT.md

@@ -1,12 +1,12 @@
 ---
-name: "Marta CT" 
+name: "Marta CT"
 year: 2020
 month: 11
 day: 2
 country: IT
 tags:
-  - medical 
-  - quantum
-  - software
+  - medical
+  - julia
+  - quantum inspired
 ---
 To **Nicola Mosco**, to develop [Marta CT](https://gitlab.com/homodyne-ct/MartaCT.jl), a software package in Julia for medical diagnostics that uses a quantum-tomography-inspired technique for state reconstruction in order to reduce the radiation dose patients receive. [arXiv](https://arxiv.org/abs/2106.12353)

src/content/grant/2020_QAOA_Library.md

@@ -5,7 +5,8 @@ month: 3
 day: 24
 country: PL
 tags:
-  - quantum algorithm
+  - quantum algorithms
   - Q#
+  - qaoa
 ---
 To [Dariusz Lasecki](https://dlasecki.github.io/) to build an open source QAOA library and examples using Q#.

src/content/grant/2020_QRand.md

@@ -6,6 +6,7 @@ day: 5
 country: ES, US
 tags:
   - python
-  - quantum
+  - probabilistic programming
+  - numpy
 ---
 To **Pedro Rivero Ramírez** for [QRand](https://github.com/pedrorrivero/qrand/), a multi-platform quantum random number generator library integrated with numpy.

src/content/grant/2020_Quantum_Machine_Learning_Textbook.md

@@ -1,11 +1,12 @@
 ---
-name: Quantum Machine Learning Textbook 
+name: Quantum Machine Learning Textbook
 year: 2020
 month: 11
 day: 16
 country: IN
 tags:
-  - QML
-  - quantum education
+  - machine learning
+  - education
+  - textbook
 ---
 To [Rochisha Agarwal](https://rochisha0.github.io/) and [Natansh Mathur](https://www.linkedin.com/in/natanshmathur/) to create a [Machine Learning Textbook](https://github.com/Quantum-Machine-Learning-Textbook/Book) with integrated code and visualization.

src/content/grant/2020_Quantum_Medical_Imaging.md

@@ -1,11 +1,10 @@
 ---
-name: Quantum Medical Imaging 
+name: Quantum Medical Imaging
 year: 2020
 month: 9
 day: 20
 country: GB
 tags:
   - medical
-  - quantum
 ---
 To [Mark Cunningham](https://markcunningham.tech/) to explore applications of quantum computing to medical imaging.

src/content/grant/2020_Quantum_Tales.md

@@ -5,7 +5,8 @@ month: 9
 day: 21
 country: US
 tags:
-  - quantum education
-  - quantum algorithm
+  - education
+  - quantum algorithms
+  - textbook
 ---
 To [Spencer Churchill](https://github.com/splch) to write [Quantum Tales](https://quantumtales.org/), a series of fairy tales where quantum algorithms are applied to resolve their conflicts.

src/content/grant/2020_Qubit_by_Qubit.md

@@ -3,6 +3,8 @@ name: Qubit by Qubit
 year: 2020
 country: US
 tags:
-  - quantum education
+  - education
+  - workshop
+  - non-profit
 ---
 To the team at [Qubit By Qubit](https://www.qubitbyqubit.org/), to develop courses and materials to educate a diverse ecosystem of open source quantum contributors.

src/content/grant/2020_Toqito.md

@@ -6,7 +6,7 @@ day: 16
 country: CA
 tags:
   - python
-  - ganes
-  - quantum
+  - games
+  - toqito
 ---
 To [Vincent Russo](https://vprusso.github.io/) to support [toqito](https://vprusso.github.io/toqito/), an open source Python toolkit for quantum information theory with extra functionality to study non-local games. [software](https://github.com/vprusso/toqito), [paper](https://joss.theoj.org/papers/10.21105/joss.03082), [video](https://www.youtube.com/watch?v=6R7qSszJwBI)

src/content/grant/2020_TorchMP5.md

@@ -6,5 +6,6 @@ day: 16
 country: US
 tags:
   - python
+  - machine learning
 ---
 To [Jacob Miller](http://jemisjoky.com/) for a PyTorch toolbox for matrix product state models.

src/content/grant/2020_Yao_Group.md

@@ -1,10 +1,10 @@
 ---
-name: Yao Group 
+name: Yao Group
 year: 2020
 month: 5
 day: 15
 country: HK
 tags:
-  - quantum
+  - internship
 ---
 To [Muhammad Usman Farooq](https://github.com/usmanmunara/) for a research internship in the [Yao group](http://penghuiyao.info/) that lost funding due to the COVID crisis. They aim to construct a quantum channel with a Classical input Reverse Information Cost of zero.

src/content/grant/2020_fullstackquantumcomputation_tech.md

@@ -5,6 +5,6 @@ month: 7
 day: 15
 country: US
 tags:
-  - quantum education
+  - education
 ---
 To [Lia Yeh](https://www.linkedin.com/in/lia-yeh) and the [fullstackquantumcomputation.tech](https://fullstackquantumcomputation.tech/) team to build community-driven open-source educational resources for quantum computing. [site](https://fullstackquantumcomputation.tech/), [discord](https://discord.com/invite/NDm9e9W)

src/content/grant/2021_2QAN.md

@@ -5,8 +5,7 @@ month: 12
 day: 8
 country: GB
 tags:
-  - Hamiltonian
-  - Quantum
+  - hamiltonian
   - compiler
   - optmization
 ---

src/content/grant/2021_Heisenberg-picture_simulator..md

@@ -1,11 +1,10 @@
 ---
-name: "Heisenberg-picture simulator" 
+name: "Heisenberg-picture simulator"
 year: 2021
 month: 10
 day: 25
 country: US
 tags:
   -  simulator
-  -  quantum
 ---
 To [Hoang Van Do](https://twitter.com/rmjh94), [Elie Gouzien](http://www.normalesup.org/~gouzien/), and [Saesun Kim](https://twitter.com/saesunkim) to develop a Heisenberg-picture simulator and universal gate set for high dimensional systems.

src/content/grant/2021_Improving_VQA_performance.md

@@ -6,6 +6,6 @@ day: 14
 country: US
 tags:
   - VQA
-  - quantum
+  - error mitigation
 ---
 To [Danny Samuel](https://www.linkedin.com/in/danny-samuel-9a8a621ba/) to improve and extend the performance of variational quantum algorithms with error mitigation, benchmarking them with mirror circuits.

src/content/grant/2021_InterlineQ.md → src/content/grant/2021_InterlinQ.md

@@ -7,6 +7,7 @@ country: DE
 tags:
   - simulator
   - python
-  - quantum
+  - follow-up grant
+  - networks
 ---
 To [Rhea Parekh](https://twitter.com/RheaParekh1) and [Stephen DiAdamo](https://scholar.google.ca/citations?user=k9O1vSwAAAAJ&hl=en) to further develop [Interlin-q](https://github.com/Interlin-q/Interlin-q/), a distributed quantum-enabled simulator integrated with QuNetSim. [arXiv](https://arxiv.org/abs/2106.06841), [blog post](https://medium.com/@stephen.diadamo/distributed-quantum-computing-1c5d38a34c50)

src/content/grant/2021_Know_your_limits.md

@@ -6,6 +6,8 @@ day: 15
 country: DK
 tags:
   - software
-  - quantum 
+  - qaoa
+  - optimization
+  - benchmarking
 ---
 To [Daniel Stilck França](https://twitter.com/dsfranca) to develop a software package that will help benchmark the limitations of noisy quantum devices for solving optimization problems. [arXiv](https://arxiv.org/pdf/2009.05532.pdf),  [QIP talk on the technique](https://www.youtube.com/watch?v=00ULKjGu1-A).

src/content/grant/2021_Krylov_&_K-GRAPE_algorithms.md

@@ -6,7 +6,6 @@ day: 22
 country: AR
 tags:
   - python
-  - Krylov
-  - quantum
+  - qutip
 ---
 To **Diego Ariel Wisniacki, Martin Larocca, Emiliano Manuel Fortes, Julian Matias Ruffinelli** to develop Krylov evolution algorithms integrated with QuTiP. [K-GRAPE](https://arxiv.org/abs/2010.03598), [Krylov-Loschmidt](https://arxiv.org/abs/2107.09805). It is hosted at [GitHub](https://github.com/emilianomfortes/krylovsolver), and explained on [Medium](https://medium.com/@julian.ruffinelli/krylov-approximation-method-for-quantum-evolution-148b3f023ec4).

src/content/grant/2021_Lattice_surgery_QEC.md

@@ -1,13 +1,13 @@
 ---
-name: "Lattice surgery QEC" 
+name: "Lattice surgery QEC"
 year: 2021
 month: 10
 day: 13
 country: CA
 tags:
-  - QEC
   - python
   - compiler
+  - error correction
 ---
 
 To **George Watkins**, **Alex Nguyen**, **Varun Seshadri**, and **Keelan Watkins** to further develop a [lattice-surgery-based](https://github.com/latticesurgery-com/lattice-surgery-compiler) quantum error correction compiler. Demo at [latticesurgery.com](https://latticesurgery.com/)

src/content/grant/2021_QCourse511.md

@@ -1,11 +1,12 @@
 ---
-name: QCourse511 
+name: QCourse511
 year: 2021
 month: 10
 day: 13
 country: LV
 tags:
-  - quantum education
+  - education
+  - non-profit
   - python
 ---
  To **Abuzer Yakaryilmaz** and the **[QWorld](https://twitter.com/qworld19)** team to organize [QCourse511](https://qworld.net/qcourse511-1/), a graduate-level online course on quantum computing and programming.

src/content/grant/2021_Qdot.md

@@ -5,7 +5,7 @@ month: 8
 day: 23
 country: GB
 tags:
-  - scala 
-  - quantum
+  - scala
+  - compiler
 ---
 To **Brian Shi** to build [Qdot](https://github.com/brs96/Qdot), a Scala 3 library (QASM-transpiler) that allows Scala/Java developers write native quantum/hybrid programs.

src/content/grant/2021_Quantify_Core.md

@@ -6,6 +6,6 @@ day: 26
 country: NL
 tags:
   - python
-  - experiments 
+  - open hardware
 ---
 To the teams at Orange Quantum Systems and Qblox, to develop [Quantify Core](https://quantify-quantify-core.readthedocs-hosted.com/en/stable/), an open-source Python-based data acquisition and experiment control platform for quantum computing and solid-state physics experiments. It is built on [QCoDeS](https://qcodes.github.io/Qcodes/) and is a spiritual successor of [PycQED](https://github.com/DiCarloLab-Delft/PycQED_py3).

src/content/grant/2021_Quantum_algorithms.md

@@ -5,8 +5,9 @@ month: 3
 day: 10
 country: SG
 tags:
-  - quantum education
-  - quantum algorithm
+  - education
+  - quantum algorithms
   - machine learning
+  - texbook
 ---
 To **Alessandro Luongo** and **Armando Bellante** to develop [Quantumalgorithms.org](https://quantumalgorithms.org/) an open-source web book collecting in an organized manner lectures notes around quantum algorithms for information processing, data analysis and machine learning.