From 6c94a0fb1db22918b8a218dbfc820c0ccabc5861 Mon Sep 17 00:00:00 2001 From: DominicWC Date: Wed, 7 Jun 2023 18:24:13 -0400 Subject: [PATCH 01/20] Update README.md Removes a couple of broken links, and now directs to the updated tutorial (which no longer contains broken links) --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 011733aff..40ef1037f 100644 --- a/README.md +++ b/README.md @@ -35,7 +35,7 @@ HARK is a toolkit for the structural modeling of economic choices of optimizing and non-optimizing heterogeneous agents. For more information on using HARK, see the [Econ-ARK Website](https://econ-ark.org). -The Econ-ARK project uses an [open governance model](https://github.com/econ-ark/governance) and is fiscally sponsored by [NumFOCUS](https://numfocus.org/). Consider making a [tax-deductible donation](https://numfocus.salsalabs.org/donate-to-econ-ark/index.html) to help the project pay for developer time, professional services, travel, workshops, and a variety of other needs. +The Econ-ARK project uses an open governance model and is fiscally sponsored by [NumFOCUS](https://numfocus.org/). Consider making a [tax-deductible donation](https://numfocus.salsalabs.org/donate-to-econ-ark/index.html) to help the project pay for developer time, professional services, travel, workshops, and a variety of other needs.
@@ -144,7 +144,7 @@ Or you can retrieve the solved value for human wealth normalized by permanent in PFexample.solution[0].hNrm ``` -For a detailed explanation of the above example please see the demo notebook [_A Gentle Introduction to HARK_](https://mybinder.org/v2/gh/econ-ark/DemARK/master?filepath=notebooks/Gentle-Intro-To-HARK-PerfForesightCRRA.ipynb). +For a detailed explanation of the above example please see the demo notebook [_A Gentle Introduction to HARK_](https://mybinder.org/v2/gh/econ-ark/HARK/master?filepath=examples/Gentle-Intro/Gentle-Intro-To-HARK.ipynb). For more examples please visit the [econ-ark/DemARK](https://github.com/econ-ark/DemARK) repository. @@ -215,7 +215,7 @@ HARK provides a modular and extensible open-source toolkit for solving heterogen HARK is written in Python, making significant use of libraries such as numpy and scipy which offer a wide array of mathematical and statistical functions and tools. Our modules are generally categorized into Tools (mathematical functions and techniques), Models (particular economic models and solvers) and Applications (use of tools to simulate an economic phenomenon). -For more information on how you can create your own Models or use Tools and Model to create Applications please see the [HARK Manual](./_static/HARKmanual.pdf). +Our workhorse module is [ConsIndShockModel.py](https://github.com/econ-ark/HARK/blob/master/HARK/ConsumptionSaving/ConsIndShockModel.py) which includes the IndShockConsumerType. A short explanation about the Agent Type can be found [here](https://hark.readthedocs.io/en/latest/search.html?q=%22IndShockConsumerType+Documentation%22&check_keywords=yes&area=default#) and an introduction how it is solved [here](https://hark.readthedocs.io/en/latest/search.html?q=%22How+we+solve+a+model+defined+by+the+IndShockConsumerType+class%22&check_keywords=yes&area=default#). ### Contributing to HARK From 27f0eacb48b1ff1dbb11f65f6915e944448a1295 Mon Sep 17 00:00:00 2001 From: DominicWC Date: Mon, 19 Jun 2023 20:59:21 -0400 Subject: [PATCH 02/20] A programming language comparison Added the images, markdown file, and PDF --- .../But Isn\342\200\231t Python Slow .md" | 35 ++++++++++++++++++ .../But Isn\342\200\231t Python Slow .pdf" | Bin 0 -> 405602 bytes Documentation/FAQs/images/NK table-1.png | Bin 0 -> 96851 bytes Documentation/FAQs/images/RBC table-1.png | Bin 0 -> 81742 bytes Documentation/FAQs/images/Table.png | Bin 0 -> 116100 bytes .../FAQs/images/nasa comparison 2021-1.png | Bin 0 -> 87599 bytes Documentation/FAQs/images/table 2015.png | Bin 0 -> 128830 bytes .../usage-agent-problem-bellman-form.png | Bin 0 -> 17835 bytes 8 files changed, 35 insertions(+) create mode 100644 "Documentation/FAQs/But Isn\342\200\231t Python Slow .md" create mode 100644 "Documentation/FAQs/But Isn\342\200\231t Python Slow .pdf" create mode 100644 Documentation/FAQs/images/NK table-1.png create mode 100644 Documentation/FAQs/images/RBC table-1.png create mode 100644 Documentation/FAQs/images/Table.png create mode 100644 Documentation/FAQs/images/nasa comparison 2021-1.png create mode 100644 Documentation/FAQs/images/table 2015.png create mode 100644 Documentation/FAQs/images/usage-agent-problem-bellman-form.png diff --git "a/Documentation/FAQs/But Isn\342\200\231t Python Slow .md" "b/Documentation/FAQs/But Isn\342\200\231t Python Slow .md" new file mode 100644 index 000000000..f9c544e41 --- /dev/null +++ "b/Documentation/FAQs/But Isn\342\200\231t Python Slow .md" @@ -0,0 +1,35 @@ +# But Isn't Python Slow? +It may seem like a disadvantage to write a library for doing computationally difficult tasks in a language that's got a reputation for being much slower than its competators. Python is an uncompiled language which doesn't allow it to use many of the optimizations that come with compiled languages. Raw python will always be slower than alternative languages like Java, Julia, and C. + +However raw Python is rarely used for programming. Python is powerful because of its libraries which give it much more flexibility and speed. Python's libraries are typically written in C and many run just as fast. For sections of code that need to be written in python, there are specialized libraries like Cython and Numba which can dramatically improve the proformance of Python code. + +The study "[A comparison of programming languages in macroeconomics (2015)](https://www.sciencedirect.com/science/article/abs/pii/S0165188915000883)" found that raw python was much slower on both Windows and Mac. Using Numba, a Just In Time compiler, the code ran faster than Julia and Java on both mac and windows. In their [2018 update](https://www.sas.upenn.edu/~jesusfv/Update_March_23_2018.pdf), Python with Numba was roughly as fast as the original Julia implimentation and Cython was as fast as their newly optimized version. + +
+ +

2015 language comparison [Aruoba, S.B., and J. Fern·ndez-Villaverde]

+ +

2018 language comparison [Aruoba, S.B., and J. Fern·ndez-Villaverde]

+
+ + +In a [Nasa comparison](https://software.nasa.gov/software/GSC-18111-1), Python is slower for certain tasks, like string manipulations and recursive functions, while its roughly as fast, as Julia when working with arrays, especially when using Numba. This specific analysis has a number of problems with its benchmarking. Several of the Python solutions can be speed up dramatically with a small amount of tweaking, and others have bugs in them which make them appear like they're faster than they are. Occasionally the solution method will be different across languages. In the 2021 analysis, the R method of calculating fibonacci numbers recursively is much faster because it uses a different method than the other languages. If all of them used it their results would be much more similar. A Numba method for calculating the fibonacci numbers recursively isn't provided, but applying it to their raw python method, speeds it up by roughly 50x. More issues with this comparison are discussed on the issues section of the github page. + + +
+ +

2021 language comparison [Jules Kouatchou and Alexander Medema]

+
+ + +The paper "[Matlab, Python, Julia: What to Choose in Economics?](https://link.springer.com/article/10.1007/s10614-020-09983-3#Sec8)" compares Matlab, Python, and Julia, for two specific economic models; A stripped down version of the RBC model, and a more complicated New Keynsian model. They optimized their solutions for all three languages, and employeed Numba for python, though there may still be room for improvement. They find that Python and Matlab are slower than Julia for the Value Function ideration methods, and the Endogenous grid method used heavily by this project, because their implimentation wasn't vectorized. Python arrays run faster the larger they are because the overhead is proportionally smaller. When using a vectorized method that allows Matlab and Python to take advantage of this, they are comparably fast. In the comparison for their solution to the new keynsian model, all three were similarly fast with Python only being moderately slower for the largest approximation, though the authors didn't speculate why. During their multicore processing test, Python and Julia ran similarly fast. + +
+ +

Consumption function solution comparison [Coleman, C., Lyon, S., Maliar, L. et al.]

+ +

New Keynsian model comparison [Coleman, C., Lyon, S., Maliar, L. et al.]

+
+ + +Overall Python is generally slower that Julia, C, and Fortran, though not by much. Even though raw python is much slower, the strength of Python comes from its libraries, which run at the speed of the languages they're written in with a usually insignificant amount of overhead. 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Documentation/index.rst | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/Documentation/index.rst b/Documentation/index.rst index 75f93ad49..21ab64210 100644 --- a/Documentation/index.rst +++ b/Documentation/index.rst @@ -56,40 +56,40 @@ you might want to look at the `DemARK :padding: 2 :text-align: center - **API reference** - ^^^^^^^^^^^^^^^^^ + **Overview and Examples** + ^^^^^^^^^^^^^^^ - The reference guide contains a detailed description of the HARK API, - and assumes an understanding of HARK's key concepts. + To learn how HARK works and what it's capable of, see the Overview and Examples. +++ - .. button-ref:: reference/index + .. button-ref:: overview/ARKitecture :ref-type: doc :color: info :click-parent: :expand: - Tools & Models Reference Guide + The ARKitecture .. grid-item-card:: :padding: 2 :text-align: center - **ARKitecture** - ^^^^^^^^^^^^^^^ + **API reference** + ^^^^^^^^^^^^^^^^^ - For a high-level overview of Econ-ARK's structure and design, see the ARKitecture. + The reference guide contains a detailed description of the HARK API, + and assumes an understanding of HARK's key concepts. +++ - .. button-ref:: overview/ARKitecture + .. button-ref:: reference/index :ref-type: doc :color: info :click-parent: :expand: - The ARKitecture + Tools & Models Reference Guide .. grid-item-card:: :padding: 2 From 9f848d1561ad748fac55baacabcc67b82ce2b707 Mon Sep 17 00:00:00 2001 From: dominicWC <135868541+DominicWC@users.noreply.github.com> Date: Fri, 24 May 2024 15:15:17 -0400 Subject: [PATCH 04/20] Fixing order of guides and examples --- .../But Isn\342\200\231t Python Slow .md" | 35 ------------------ .../But Isn\342\200\231t Python Slow .pdf" | Bin 405602 -> 0 bytes Documentation/FAQs/images/NK table-1.png | Bin 96851 -> 0 bytes Documentation/FAQs/images/RBC table-1.png | Bin 81742 -> 0 bytes Documentation/FAQs/images/Table.png | Bin 116100 -> 0 bytes .../FAQs/images/nasa comparison 2021-1.png | Bin 87599 -> 0 bytes Documentation/FAQs/images/table 2015.png | Bin 128830 -> 0 bytes .../usage-agent-problem-bellman-form.png | Bin 17835 -> 0 bytes Documentation/index.rst | 2 +- README.md | 2 +- 10 files changed, 2 insertions(+), 37 deletions(-) delete mode 100644 "Documentation/FAQs/But Isn\342\200\231t Python Slow .md" delete mode 100644 "Documentation/FAQs/But Isn\342\200\231t Python Slow .pdf" delete mode 100644 Documentation/FAQs/images/NK table-1.png delete mode 100644 Documentation/FAQs/images/RBC table-1.png delete mode 100644 Documentation/FAQs/images/Table.png delete mode 100644 Documentation/FAQs/images/nasa comparison 2021-1.png delete mode 100644 Documentation/FAQs/images/table 2015.png delete mode 100644 Documentation/FAQs/images/usage-agent-problem-bellman-form.png diff --git "a/Documentation/FAQs/But Isn\342\200\231t Python Slow .md" "b/Documentation/FAQs/But Isn\342\200\231t Python Slow .md" deleted file mode 100644 index f9c544e41..000000000 --- "a/Documentation/FAQs/But Isn\342\200\231t Python Slow .md" +++ /dev/null @@ -1,35 +0,0 @@ -# But Isn't Python Slow? -It may seem like a disadvantage to write a library for doing computationally difficult tasks in a language that's got a reputation for being much slower than its competators. Python is an uncompiled language which doesn't allow it to use many of the optimizations that come with compiled languages. Raw python will always be slower than alternative languages like Java, Julia, and C. - -However raw Python is rarely used for programming. Python is powerful because of its libraries which give it much more flexibility and speed. Python's libraries are typically written in C and many run just as fast. For sections of code that need to be written in python, there are specialized libraries like Cython and Numba which can dramatically improve the proformance of Python code. - -The study "[A comparison of programming languages in macroeconomics (2015)](https://www.sciencedirect.com/science/article/abs/pii/S0165188915000883)" found that raw python was much slower on both Windows and Mac. Using Numba, a Just In Time compiler, the code ran faster than Julia and Java on both mac and windows. In their [2018 update](https://www.sas.upenn.edu/~jesusfv/Update_March_23_2018.pdf), Python with Numba was roughly as fast as the original Julia implimentation and Cython was as fast as their newly optimized version. - -
- -

2015 language comparison [Aruoba, S.B., and J. Fern·ndez-Villaverde]

- -

2018 language comparison [Aruoba, S.B., and J. Fern·ndez-Villaverde]

-
- - -In a [Nasa comparison](https://software.nasa.gov/software/GSC-18111-1), Python is slower for certain tasks, like string manipulations and recursive functions, while its roughly as fast, as Julia when working with arrays, especially when using Numba. This specific analysis has a number of problems with its benchmarking. Several of the Python solutions can be speed up dramatically with a small amount of tweaking, and others have bugs in them which make them appear like they're faster than they are. Occasionally the solution method will be different across languages. In the 2021 analysis, the R method of calculating fibonacci numbers recursively is much faster because it uses a different method than the other languages. If all of them used it their results would be much more similar. A Numba method for calculating the fibonacci numbers recursively isn't provided, but applying it to their raw python method, speeds it up by roughly 50x. More issues with this comparison are discussed on the issues section of the github page. - - -
- -

2021 language comparison [Jules Kouatchou and Alexander Medema]

-
- - -The paper "[Matlab, Python, Julia: What to Choose in Economics?](https://link.springer.com/article/10.1007/s10614-020-09983-3#Sec8)" compares Matlab, Python, and Julia, for two specific economic models; A stripped down version of the RBC model, and a more complicated New Keynsian model. They optimized their solutions for all three languages, and employeed Numba for python, though there may still be room for improvement. They find that Python and Matlab are slower than Julia for the Value Function ideration methods, and the Endogenous grid method used heavily by this project, because their implimentation wasn't vectorized. Python arrays run faster the larger they are because the overhead is proportionally smaller. When using a vectorized method that allows Matlab and Python to take advantage of this, they are comparably fast. In the comparison for their solution to the new keynsian model, all three were similarly fast with Python only being moderately slower for the largest approximation, though the authors didn't speculate why. During their multicore processing test, Python and Julia ran similarly fast. - -
- -

Consumption function solution comparison [Coleman, C., Lyon, S., Maliar, L. et al.]

- -

New Keynsian model comparison [Coleman, C., Lyon, S., Maliar, L. et al.]

-
- - -Overall Python is generally slower that Julia, C, and Fortran, though not by much. Even though raw python is much slower, the strength of Python comes from its libraries, which run at the speed of the languages they're written in with a usually insignificant amount of overhead. 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b/README.md @@ -215,7 +215,7 @@ HARK provides a modular and extensible open-source toolkit for solving heterogen HARK is written in Python, making significant use of libraries such as numpy and scipy which offer a wide array of mathematical and statistical functions and tools. Our modules are generally categorized into Tools (mathematical functions and techniques), Models (particular economic models and solvers) and Applications (use of tools to simulate an economic phenomenon). -Our workhorse module is [ConsIndShockModel.py](https://github.com/econ-ark/HARK/blob/master/HARK/ConsumptionSaving/ConsIndShockModel.py) which includes the IndShockConsumerType. A short explanation about the Agent Type can be found [here](https://hark.readthedocs.io/en/latest/search.html?q=%22IndShockConsumerType+Documentation%22&check_keywords=yes&area=default#) and an introduction how it is solved [here](https://hark.readthedocs.io/en/latest/search.html?q=%22How+we+solve+a+model+defined+by+the+IndShockConsumerType+class%22&check_keywords=yes&area=default#). +For more information on how you can create your own Models or use Tools and Model to create Applications please see the [documentation](https://docs.econ-ark.org/guides/quick_start.html#for-other-developers-of-software-for-computational-economics) ### Contributing to HARK From c896f74e2a14f51304d9c853b6027ed21f153761 Mon Sep 17 00:00:00 2001 From: dominicWC <135868541+DominicWC@users.noreply.github.com> Date: Fri, 24 May 2024 15:54:43 -0400 Subject: [PATCH 05/20] quick fix --- Documentation/index.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Documentation/index.rst b/Documentation/index.rst index f9ba480a0..7be08b7ec 100644 --- a/Documentation/index.rst +++ b/Documentation/index.rst @@ -57,7 +57,7 @@ you might want to look at the `DemARK :text-align: center **Overview and Examples** - ^^^^^^^^^^^^^^^ + ^^^^^^^^^^^^^^^^^^^^^^^^^ To learn how HARK works and what it's capable of, see the Overview and Examples. From f611c195450ce1d8641ca45f2a55950859a3d701 Mon Sep 17 00:00:00 2001 From: dominicWC <135868541+DominicWC@users.noreply.github.com> Date: Wed, 29 May 2024 12:28:32 -0400 Subject: [PATCH 06/20] Fixes to the installation guide --- Documentation/guides/installation.md | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/Documentation/guides/installation.md b/Documentation/guides/installation.md index 5c4bd00de..4aed08b23 100644 --- a/Documentation/guides/installation.md +++ b/Documentation/guides/installation.md @@ -1,13 +1,12 @@ # HARK installation guide -HARK is an open source project written in Python. It's compatible with both Python -2 and 3, and with the Anaconda distributions of python 2 and 3. +HARK is an open source project written in Python. It's compatible with Python versions 3.10 and up. ## Instructions for a new user -In order to use HARK, you firstly need to download Python and add Python to the PATH. We recommend to install python 3, as eventually support for python 2 will end. If you are not confident about the installation process you can use this step-by-step guide https://realpython.com/installing-python/ . +In order to use HARK, you firstly need to download Python and add Python to the PATH. If you are not confident about the installation process you can use [this step-by-step guide](https://realpython.com/installing-python/). -Next, install a text editor for Python. If you do not use the Anaconda Python distribution (see below), we recommend [Atom](https://atom.io/). To use Atom for Python, first install it (you can use this [manual](https://flight-manual.atom.io/getting-started/sections/installing-atom/)). Next, install the [packages](https://flight-manual.atom.io/using-atom/sections/atom-packages/) for Python, we recommend to install at least [autocomplete-python](https://atom.io/packages/autocomplete-python) and [atom-ide-debugger-python](https://flight-manual.atom.io/using-atom/sections/atom-packages/). The last enables debugging the Python scripts, that is to set breakpoints and call variables in certain spot of your code (with increase in your codes' sophistication you will find this tools very helpful in finding bugs). +Next, you'll want a text editor for Python. If you do not use the Anaconda Python distribution (see below), we recommend [VSCode](https://code.visualstudio.com/) or [PyCharm](https://www.jetbrains.com/pycharm/). After installing Python and the text editor, you can install HARK package. The simplest way is to use [pip](https://pip.pypa.io/en/stable/installing/). @@ -71,7 +70,7 @@ cd [directory where you located your script] python YourScript.py ``` -For using the text editor, you also need to configure the environment. If you use [Atom](https://atom.io/), simply type `atom` at a command prompt after activating the environment. Atom text editor will open and you will be able to compile your codes which use HARK. +For using the text editor, you also need to configure the environment. --- @@ -79,7 +78,7 @@ For using the text editor, you also need to configure the environment. If you us Installing HARK with pip does not give you full access to HARK's many graphical capabilities. One way to access these capabilities is by using [Anaconda](https://anaconda.com/why-anaconda), which is a distribution of python along with many packages that are frequently used in scientific computing. -1. Download Anaconda for your operating system and follow the installation instructions [at Anaconda.com](https://www.anaconda.com/distribution/#download-section). +1. Download Anaconda for your operating system and follow the installation instructions [at Anaconda.com](https://www.anaconda.com/download/success). --- From 7435214d2c75044b611203d804b4fdbe56b69907 Mon Sep 17 00:00:00 2001 From: dominicWC <135868541+DominicWC@users.noreply.github.com> Date: Wed, 29 May 2024 12:48:18 -0400 Subject: [PATCH 07/20] removed trailing whitespace --- Documentation/guides/installation.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Documentation/guides/installation.md b/Documentation/guides/installation.md index 4aed08b23..7ad5bce2f 100644 --- a/Documentation/guides/installation.md +++ b/Documentation/guides/installation.md @@ -1,6 +1,6 @@ # HARK installation guide -HARK is an open source project written in Python. It's compatible with Python versions 3.10 and up. +HARK is an open source project written in Python. It's compatible with Python versions 3.10 and up. ## Instructions for a new user From 0a47726e3dacbad7f0006688a8f88c0c965b5239 Mon Sep 17 00:00:00 2001 From: dominicWC <135868541+DominicWC@users.noreply.github.com> Date: Thu, 30 May 2024 12:19:31 -0400 Subject: [PATCH 08/20] Changes to the quickstart guide --- Documentation/guides/installation.md | 2 +- Documentation/guides/quick_start.md | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/Documentation/guides/installation.md b/Documentation/guides/installation.md index 7ad5bce2f..79f5bde19 100644 --- a/Documentation/guides/installation.md +++ b/Documentation/guides/installation.md @@ -1,6 +1,6 @@ # HARK installation guide -HARK is an open source project written in Python. It's compatible with Python versions 3.10 and up. +HARK is an open source project written in Python. It's supported for Python versions 3.10 and up. ## Instructions for a new user diff --git a/Documentation/guides/quick_start.md b/Documentation/guides/quick_start.md index f808f0c7f..383d49c72 100644 --- a/Documentation/guides/quick_start.md +++ b/Documentation/guides/quick_start.md @@ -2,9 +2,9 @@ ## Installing HARK -HARK is an open source project that is compatible with Python 3. Currently, we recommend using version 3.10 or lower. +HARK is an open source project that is compatible with Python 3. Currently, we recommend using version 3.10 or higher. -The simplest way to install HARK is to use [pip](https://pip.pypa.io/en/stable/installation/). +The simplest way to install HARK is to use [pip](https://pip.pypa.io/en/stable/installation/) by running `pip install econ-ark` in your command line. Before installing HARK, we recommend creating a new virtual environment, which isolates the installation of `econ-ark` from the installations of any other Python tools and packages, thus avoiding conflicts. @@ -20,7 +20,7 @@ pip install econ-ark We have a set of 30-second [Elevator Spiels](https://github.com/econ-ark/PARK/blob/master/Elevator-Spiels.md#capsule-summaries-of-what-the-econ-ark-project-is) describing the project, tailored to people with several different kinds of background. -The most broadly applicable advice is to go to [Econ-ARK](https://econ-ark.org) and click on "Notebooks", and choose [A Gentle Introduction to HARK](https://docs.econ-ark.org/example_notebooks/Gentle-Intro-To-HARK.html) which will launch as a [jupyter notebook](https://jupyter.org/). +The most broadly applicable advice is to go through the [Overview and Examples](https://docs.econ-ark.org/overview/index.html) section starting with [A Gentle Introduction to HARK](https://docs.econ-ark.org/example_notebooks/Gentle-Intro-To-HARK.html). ### [For people with a technical/scientific/computing background but little economics background](https://github.com/econ-ark/PARK/blob/master/Elevator-Spiels.md#for-people-with-a-technicalscientificcomputing-background-but-no-economics-background) From 934d1f99f5aee38ef60d7e55288c2ac41a3a1210 Mon Sep 17 00:00:00 2001 From: dominicWC <135868541+DominicWC@users.noreply.github.com> Date: Wed, 5 Jun 2024 14:11:18 -0400 Subject: [PATCH 09/20] Add links to binder and fixes a link --- Documentation/conf.py | 18 ++++++++++++++++++ Documentation/index.rst | 4 ++-- 2 files changed, 20 insertions(+), 2 deletions(-) diff --git a/Documentation/conf.py b/Documentation/conf.py index 3edbc487e..eeea7ecac 100644 --- a/Documentation/conf.py +++ b/Documentation/conf.py @@ -98,8 +98,26 @@ "attributes": {"target": "_blank"}, }, ], + "secondary_sidebar_items": { + "**": ["page-toc", "sourcelink"], + "index": ["page-toc"], + } } +nbsphinx_prolog = r""" +{% set docname = 'Documentation/' + env.doc2path(env.docname, base=None) %} + +.. raw:: html + + +""" + # Point to Econ-ARK repo for edit buttons html_context = { "github_url": "https://github.com", diff --git a/Documentation/index.rst b/Documentation/index.rst index 7be08b7ec..a86ad7562 100644 --- a/Documentation/index.rst +++ b/Documentation/index.rst @@ -63,13 +63,13 @@ you might want to look at the `DemARK +++ - .. button-ref:: overview/ARKitecture + .. button-ref:: overview/index :ref-type: doc :color: info :click-parent: :expand: - The ARKitecture + Overview and Exxamples .. grid-item-card:: :padding: 2 From bab27cb821e053622e6078562160cfe04461fe5c Mon Sep 17 00:00:00 2001 From: dominicWC <135868541+DominicWC@users.noreply.github.com> Date: Wed, 5 Jun 2024 14:33:13 -0400 Subject: [PATCH 10/20] formating adjustments --- Documentation/conf.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/Documentation/conf.py b/Documentation/conf.py index eeea7ecac..54a72a5c1 100644 --- a/Documentation/conf.py +++ b/Documentation/conf.py @@ -98,10 +98,10 @@ "attributes": {"target": "_blank"}, }, ], - "secondary_sidebar_items": { - "**": ["page-toc", "sourcelink"], - "index": ["page-toc"], - } + "secondary_sidebar_items": { + "**": ["page-toc", "sourcelink"], + "index": ["page-toc"], + }, } nbsphinx_prolog = r""" From db9ad291a8873bdc7d630e82c8da885fa0d393e0 Mon Sep 17 00:00:00 2001 From: dominicWC <135868541+DominicWC@users.noreply.github.com> Date: Wed, 5 Jun 2024 14:36:28 -0400 Subject: [PATCH 11/20] moved bracket --- Documentation/conf.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Documentation/conf.py b/Documentation/conf.py index 54a72a5c1..25e6c5794 100644 --- a/Documentation/conf.py +++ b/Documentation/conf.py @@ -101,7 +101,7 @@ "secondary_sidebar_items": { "**": ["page-toc", "sourcelink"], "index": ["page-toc"], - }, + }, } nbsphinx_prolog = r""" From 0db97ef0389069c4685eac20b4da95b6c76197c4 Mon Sep 17 00:00:00 2001 From: dominicWC <135868541+DominicWC@users.noreply.github.com> Date: Wed, 5 Jun 2024 17:20:07 -0400 Subject: [PATCH 12/20] fixes a link --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 81a962d47..88f5b4e9c 100644 --- a/README.md +++ b/README.md @@ -238,7 +238,7 @@ If you are worried or don’t know how to start, you can always reach out to the **After your first contribution please let us know and we will add you to the Contributors list below!** -To install for development see the [Quickstart Guide](https://docs.econ-ark.org/guides/quick_start.html). +To install for development see the [Quickstart Guide](https://docs.econ-ark.org/guides/installation.html). For more information on contributing to HARK please see [the contributing guide](https://docs.econ-ark.org/guides/contributing.html). This is the guide that collaborators follow in maintaining the Econ-ARK project. From bfec75d86f735159587c9f97015c19b64a0e2d13 Mon Sep 17 00:00:00 2001 From: dominicWC <135868541+DominicWC@users.noreply.github.com> Date: Wed, 5 Jun 2024 17:22:08 -0400 Subject: [PATCH 13/20] enables rst features --- Documentation/conf.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/Documentation/conf.py b/Documentation/conf.py index 25e6c5794..93ef9ded6 100644 --- a/Documentation/conf.py +++ b/Documentation/conf.py @@ -111,13 +111,16 @@
This page was generated from - {{ docname|e }}. \n + {{ docname|e }}. +
Interactive online version: Binder badge. Download notebook.
""" - +myst_enable_extensions = [ + "colon_fence", +] # Point to Econ-ARK repo for edit buttons html_context = { "github_url": "https://github.com", From bb62274c1facb7f59d2881f24726812e8f5f2bd3 Mon Sep 17 00:00:00 2001 From: dominicWC <135868541+DominicWC@users.noreply.github.com> Date: Wed, 5 Jun 2024 17:25:21 -0400 Subject: [PATCH 14/20] spoofed up docs --- Documentation/guides/installation.md | 17 ++++++------ Documentation/guides/quick_start.md | 40 +++++++++++++++++++++------- 2 files changed, 39 insertions(+), 18 deletions(-) diff --git a/Documentation/guides/installation.md b/Documentation/guides/installation.md index 79f5bde19..439a54ee0 100644 --- a/Documentation/guides/installation.md +++ b/Documentation/guides/installation.md @@ -43,9 +43,9 @@ Next, install `econ-ark` into your new virtual environment via pip: pip install econ-ark ``` ---- -**!NOTE** + +:::{note} If you install econ-ark into the virtual environment, your HARK scripts will not compile unless it is activated. @@ -71,7 +71,7 @@ python YourScript.py ``` For using the text editor, you also need to configure the environment. - +::: --- ### Using HARK with Anaconda @@ -81,11 +81,10 @@ Installing HARK with pip does not give you full access to HARK's many graphical 1. Download Anaconda for your operating system and follow the installation instructions [at Anaconda.com](https://www.anaconda.com/download/success). --- +:::{note} -**!NOTE** - -You can have the default python distribution from python.org and from anaconda, as they do not interfere. However, be careful with setting the PATH. To avoid problems you can eg. set the environment variables path to the default distribution and access anaconda distribution via anaconda prompt. - +You can have the default python distribution from python.org and from anaconda, as they do not interfere. However, be careful with setting the PATH. To avoid problems you can set the environment variables path to the default distribution and access anaconda distribution via anaconda prompt. +::: --- 2. Anaconda includes its own virtual environment system called `conda` which stores environments in a preset location (so you don't have to choose). So in order to create and activate an econ-ark virtual environment: @@ -200,8 +199,7 @@ pip install -e . --- -**!NOTE** - +:::{note} To check the package performance with your local changes, use the same command from the command line (after navigating to your HARK directory): ``` @@ -214,3 +212,4 @@ If for some reason you want to switch back to the PyPI version: pip uninstall econ-ark pip install econ-ark (options) ``` +::: diff --git a/Documentation/guides/quick_start.md b/Documentation/guides/quick_start.md index 383d49c72..bddb07ace 100644 --- a/Documentation/guides/quick_start.md +++ b/Documentation/guides/quick_start.md @@ -18,31 +18,53 @@ pip install econ-ark ## Learning HARK -We have a set of 30-second [Elevator Spiels](https://github.com/econ-ark/PARK/blob/master/Elevator-Spiels.md#capsule-summaries-of-what-the-econ-ark-project-is) describing the project, tailored to people with several different kinds of background. +We've prepared a set of 30-second Elevator Spiels describing the project, tailored to people with several different kinds of background. -The most broadly applicable advice is to go through the [Overview and Examples](https://docs.econ-ark.org/overview/index.html) section starting with [A Gentle Introduction to HARK](https://docs.econ-ark.org/example_notebooks/Gentle-Intro-To-HARK.html). +To start learning HARK we recommend working through the [Overview and Examples](https://docs.econ-ark.org/overview/index.html) section starting with [A Gentle Introduction to HARK](https://docs.econ-ark.org/example_notebooks/Gentle-Intro-To-HARK.html). -### [For people with a technical/scientific/computing background but little economics background](https://github.com/econ-ark/PARK/blob/master/Elevator-Spiels.md#for-people-with-a-technicalscientificcomputing-background-but-no-economics-background) +:::{dropdown} For people without a technical/scientific/computing background +:color: secondary +:icon: info +Recent years have seen major advances in the ability of computational tools to explain the economic behavior of households, firms, and whole economies. But a major impediment to the widespread adoption of these techniques among economists has been the extent to which the advances are the culmination of years of development of intricate and hand-crafted (but mutually incomprehensible) computational tools by a few pioneering scholars and their students. The aim of the Econ-ARK project is to make it much easier for new scholars to begin using these techniques, by providing a modern, robust, open-source set of high-quality computational tools with components that can be mixed, matched, and extended to address the wide variety of problems across all fields of economics that can be effectively studied using such tools. +::: -- A good starting point is [A Gentle Introduction to HARK](https://docs.econ-ark.org/example_notebooks/Gentle-Intro-To-HARK.html) which provides a light economic intuition. +:::{dropdown} For people with a technical/scientific/computing background but little economics background +:color: secondary +:icon: info -### [For economists who have done some structural modeling](https://github.com/econ-ark/PARK/blob/master/Elevator-Spiels.md#for-economists-who-have-done-some-structural-modeling) +Most of what economists have done so far with 'big data' has been like what Kepler did with astronomical data: Organizing the data, and finding patterns and regularities and interconnections. An alternative approach called 'structural modeling' aims to do, for economic data, what Newton did for astronomical data: Provide a deep and rigorous mathematical (or computational) framework that distills the essence of the underlying behavior that produces the 'big data.' But structural techniques are so novel and computationally difficult that few economists have mastered them. The aim of the Econ-ARK project is to make it much, much easier for new scholars to do structural modeling, by providing a well-documented, open source codebase that contains the core techniques and can be relatively easily adapted to address many different questions. +::: +:::{dropdown} For economists who have done some structural modeling +:color: secondary +:icon: info + +The Econ-ARK project is motivated by a sense that quantitative structural modeling of economic agents' behavior (consumers; firms), at present, is roughly like econometric modeling in the 1960s: Lots of theoretical results are available and a great deal can be done in principle, but actually using such tools for any specific research question requires an enormous investment of a scholar's time and attention to learn techniques that are fundamentally not related to economics but instead are algorithmic/computational (in the 1960s, e.g., inverting matrices; now, e.g., solving dynamic stochastic optimization problems). The toolkit is built using the suite of open source, transparent tools for collaborative software development that have become ubiquitous in other fields in the last few years: Github, object-oriented coding, and methods that make it much easier to produce plug-and-play software modules that can be (relatively) easily combined, enhanced and adapted to address new problems. + +After working through the [Overview and Examples](https://docs.econ-ark.org/overview/index.html) section: - A full replication of the [Iskhakov, Jørgensen, Rust, and Schjerning](https://onlinelibrary.wiley.com/doi/abs/10.3982/QE643) paper for solving the discrete-continuous retirement saving problem - An informal discussion of the issues involved is [here](https://github.com/econ-ark/DemARK/blob/master/notebooks/DCEGM-Upper-Envelope.ipynb) (part of the [DemARK](https://github.com/econ-ark/DemARK) repo) - [Structural-Estimates-From-Empirical-MPCs](https://github.com/econ-ark/DemARK/blob/master/notebooks/Structural-Estimates-From-Empirical-MPCs-Fagereng-et-al.ipynb) is an example of the use of the toolkit in a discussion of a well known paper. (Yes, it is easy enough to use that you can estimate a structural model on somebody else's data in the limited time available for writing a discussion) +::: -### [For economists who have not yet done any structural modeling but might be persuadable to start](https://github.com/econ-ark/PARK/blob/master/Elevator-Spiels.md#for-economists-who-have-not-yet-done-any-structural-modeling-but-might-be-persuadable-to-start) +:::{dropdown} For economists who have not yet done any structural modeling but might be persuadable to start +:color: secondary +:icon: info -- Start with [A Gentle Introduction to HARK](https://docs.econ-ark.org/example_notebooks/Gentle-Intro-To-HARK.html) to get your feet wet +Dissatisfaction with the ability of Representative Agent models to answer important questions raised by the Great Recession has led to a strong movement in the macroeconomics literature toward 'Heterogeneous Agent' models, in which microeconomic agents (consumers; firms) solve a structural problem calibrated to match microeconomic data; aggregate outcomes are derived by explicitly simulating the equilibrium behavior of populations solving such models. The same kinds of modeling techniques are also gaining popularity among microeconomists, in areas ranging from labor economics to industrial organization. In both macroeconomics and structural micro, the chief barrier to the wide adoption of these techniques has been that programming a structural model has, until now, required a great deal of specialized knowledge and custom software development. The aim of the Econ-ARK project is to provide a robust, well-designed, open-source infrastructure for building such models much more efficiently than has been possible in the past. +After working through the [Overview and Examples](https://docs.econ-ark.org/overview/index.html) section: - A simple indirect inference/simulated method of moments structural estimation along the lines of Gourinchas and Parker's 2002 Econometrica paper or Cagetti's 2003 paper is performed by the [SolvingMicroDSOPs](https://github.com/econ-ark/SolvingMicroDSOPs/) [REMARK](https://github.com/econ-ark/REMARK); this code implements the solution methods described in the corresponding section of [these lecture notes](https://llorracc.github.io/SolvingMicroDSOPs/). +::: -### [For Other Developers of Software for Computational Economics](https://github.com/econ-ark/PARK/blob/master/Elevator-Spiels.md#for-other-developers-of-software-for-computational-economics) +:::{dropdown} For Other Developers of Software for Computational Economics +:icon: info +:color: secondary -- Our workhorse module is [ConsIndShockModel.py](https://github.com/econ-ark/HARK/blob/master/HARK/ConsumptionSaving/ConsIndShockModel.py) which includes the IndShockConsumerType. A short explanation about the Agent Type can be found [here](https://docs.econ-ark.org/example_notebooks/IndShockConsumerType.html) and an introduction how it is solved [here](https://docs.econ-ark.org/example_notebooks/HowWeSolveIndShockConsumerType.html). +The Econ-ARK project's aim is to create a modular and extensible open-source toolkit for solving heterogeneous-agent partial-and general-equilibrium structural models. The code for such models has always been handcrafted, idiosyncratic, poorly documented, and sometimes not generously shared from leading researchers to outsiders. The result that it can take years for a new researcher to become proficient. Building an integrated system from the bottom up using object-oriented programming techniques and other tools (GitHub, open source licensing, unit testing, etc), we aim to provide a platform that will become a focal point for people using such models. At present, the project contains: A set of general purpose tools for solving such models; a number of tutorials and examples of how to use the tools; and complete archives of several papers whose main contribution is structural modeling results, and whose modeling work has been done using the toolkit. +::: ### Demonstrations on using HARK From 28ee7ad6d1996aba106a224da393f016ba72f482 Mon Sep 17 00:00:00 2001 From: dominicWC <135868541+DominicWC@users.noreply.github.com> Date: Wed, 5 Jun 2024 17:28:20 -0400 Subject: [PATCH 15/20] fixed a link --- Documentation/overview/ARKitecture.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Documentation/overview/ARKitecture.md b/Documentation/overview/ARKitecture.md index ca458c6ed..0857d4ffb 100644 --- a/Documentation/overview/ARKitecture.md +++ b/Documentation/overview/ARKitecture.md @@ -42,7 +42,7 @@ Python modules in HARK can generally be categorized into three types: tools, mod ## HARK -After you [installed](https://docs.econ-ark.org/guides/quick_start.html) and [cloned the repository of](https://github.com/econ-ark/HARK) HARK, you can explore the content of it. In the subfolder HARK, you can find a range of [general purpose tools](#general-purpose-tools), as well as the next subfolder ConsumptionSaving which has [AgentType Classes](#agenttype-class) and [Market Classes](#market-class). +After you [installed](https://docs.econ-ark.org/guides/installation.html) and [cloned the repository of](https://github.com/econ-ark/HARK) HARK, you can explore the content of it. In the subfolder HARK, you can find a range of [general purpose tools](#general-purpose-tools), as well as the next subfolder ConsumptionSaving which has [AgentType Classes](#agenttype-class) and [Market Classes](#market-class). ### General Purpose Tools From eb569fe343ef20a1fefe20892bb7bfe779d05c39 Mon Sep 17 00:00:00 2001 From: dominicWC <135868541+DominicWC@users.noreply.github.com> Date: Wed, 5 Jun 2024 17:37:26 -0400 Subject: [PATCH 16/20] whitespace --- Documentation/conf.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Documentation/conf.py b/Documentation/conf.py index 93ef9ded6..7a3b8c6d0 100644 --- a/Documentation/conf.py +++ b/Documentation/conf.py @@ -111,7 +111,7 @@
This page was generated from - {{ docname|e }}. + {{ docname|e }}.
Interactive online version: Binder badge. From d9e05d052036bd6b1864662bf15fb7ebceaf5706 Mon Sep 17 00:00:00 2001 From: dominicWC <135868541+DominicWC@users.noreply.github.com> Date: Thu, 6 Jun 2024 14:19:27 -0400 Subject: [PATCH 17/20] fix typo --- Documentation/index.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Documentation/index.rst b/Documentation/index.rst index a86ad7562..9a495ab5b 100644 --- a/Documentation/index.rst +++ b/Documentation/index.rst @@ -69,7 +69,7 @@ you might want to look at the `DemARK :click-parent: :expand: - Overview and Exxamples + Overview and Examples .. grid-item-card:: :padding: 2 From 1b28e48652d757bbc96ffcb2100521a890109c1b Mon Sep 17 00:00:00 2001 From: dominicWC <135868541+DominicWC@users.noreply.github.com> Date: Thu, 6 Jun 2024 14:53:05 -0400 Subject: [PATCH 18/20] Fixing broken links in the readme --- README.md | 14 +++----------- 1 file changed, 3 insertions(+), 11 deletions(-) diff --git a/README.md b/README.md index 88f5b4e9c..c5657f00d 100644 --- a/README.md +++ b/README.md @@ -35,7 +35,7 @@ HARK is a toolkit for the structural modeling of economic choices of optimizing and non-optimizing heterogeneous agents. For more information on using HARK, see the [Econ-ARK Website](https://econ-ark.org). -The Econ-ARK project uses an open governance model and is fiscally sponsored by [NumFOCUS](https://numfocus.org/). Consider making a [tax-deductible donation](https://numfocus.salsalabs.org/donate-to-econ-ark/index.html) to help the project pay for developer time, professional services, travel, workshops, and a variety of other needs. +The Econ-ARK project is fiscally sponsored by [NumFOCUS](https://numfocus.org/). Consider making a [tax-deductible donation](https://numfocus.org/donate-to-econ-ark) to help the project pay for developer time, professional services, travel, workshops, and a variety of other needs.
@@ -63,12 +63,6 @@ We have a [Gitter](https://gitter.im) Econ-ARK [community](https://gitter.im/eco - [For Economists: Structural Modeling with Hark](#for-economists-structural-modeling-with-hark) - [For Computational Economics Developers](#for-computational-economics-developers) - [Contributing to HARK](#contributing-to-hark) -- [Current Project Team Members](#current-project-team-members) - - [Founders](#founders) - - [TSC (Technical Steering Commitee)](#tsc-technical-steering-committee) - - [Collaborators](#collaborators) - - [Release Team](#release-team) -- [Contributors](#contributors) - [Disclaimer](#disclaimer) ## Install @@ -174,7 +168,7 @@ For more on acknowledging Econ-ARK [visit our website](https://econ-ark.org/ackn ## Support -Looking for help? Please open a [GitHub issue](https://github.com/econ-ark/HARK/issues/new) or reach out to the [TSC](#tsc-technical-steering-committee). +Looking for help? Please open a [GitHub issue](https://github.com/econ-ark/HARK/issues/new) or reach out to through the glitter [community](https://gitter.im/econ-ark/community). ## Release Types @@ -234,9 +228,7 @@ Contributions go far beyond pull requests and commits. Although we love giving y - Blogging, speaking about, or creating tutorials about HARK - Helping others in our mailing list -If you are worried or don’t know how to start, you can always reach out to the [TSC](#tsc-technical-steering-committee) or simply submit [an issue](https://github.com/econ-ark/HARK/issues/new) and a member can help give you guidance! - -**After your first contribution please let us know and we will add you to the Contributors list below!** +If you are worried or don’t know how to start, you can always reach out to through the glitter [community](https://gitter.im/econ-ark/community)(#tsc-technical-steering-committee) or simply submit [an issue](https://github.com/econ-ark/HARK/issues/new) and a member can help give you guidance! To install for development see the [Quickstart Guide](https://docs.econ-ark.org/guides/installation.html). From 51d0a73d0a88c2c50df4c3945b39d5e4cbc646e7 Mon Sep 17 00:00:00 2001 From: dominicWC <135868541+DominicWC@users.noreply.github.com> Date: Thu, 6 Jun 2024 14:58:39 -0400 Subject: [PATCH 19/20] fixed another donation link --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c5657f00d..b8a12c4de 100644 --- a/README.md +++ b/README.md @@ -13,7 +13,7 @@ [![DOI](https://zenodo.org/badge/50448254.svg)](https://zenodo.org/badge/latestdoi/50448254) [![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0) [![Powered by NumFOCUS](https://img.shields.io/badge/powered%20by-NumFOCUS-orange.svg?style=flat&colorA=E1523D&colorB=007D8A)](https://numfocus.org/) -[![Donate](https://img.shields.io/badge/donate-$2-brightgreen.svg)](https://numfocus.salsalabs.org/donate-to-econ-ark/index.html) +[![Donate](https://img.shields.io/badge/donate-$2-brightgreen.svg)](https://numfocus.org/donate-to-econ-ark) [![Actions Status](https://github.com/econ-ark/hark/workflows/HARK%20build%20on%20MacOS%2C%20Ubuntu%20and%20Windows/badge.svg)](https://github.com/econ-ark/hark/actions) [![badge](https://img.shields.io/badge/HARK-DemARK-579ACA.svg?logo=data:image/png;base64,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)](https://mybinder.org/v2/gh/econ-ark/DemARK/master?filepath=notebooks) [![badge](https://img.shields.io/badge/HARK-examples-579ACA.svg?logo=data:image/png;base64,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)](https://mybinder.org/v2/gh/econ-ark/HARK/master?filepath=examples) From c4307e84af42c90499547bcb359e000d31345cd9 Mon Sep 17 00:00:00 2001 From: "Matthew N. White" Date: Wed, 19 Jun 2024 12:14:47 -0400 Subject: [PATCH 20/20] Remove glitter HARK is now less sparkly. --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index b8a12c4de..1a79ff846 100644 --- a/README.md +++ b/README.md @@ -168,7 +168,7 @@ For more on acknowledging Econ-ARK [visit our website](https://econ-ark.org/ackn ## Support -Looking for help? Please open a [GitHub issue](https://github.com/econ-ark/HARK/issues/new) or reach out to through the glitter [community](https://gitter.im/econ-ark/community). +Looking for help? Please open a [GitHub issue](https://github.com/econ-ark/HARK/issues/new) or reach out to us through the gitter [community](https://gitter.im/econ-ark/community). ## Release Types @@ -228,7 +228,7 @@ Contributions go far beyond pull requests and commits. Although we love giving y - Blogging, speaking about, or creating tutorials about HARK - Helping others in our mailing list -If you are worried or don’t know how to start, you can always reach out to through the glitter [community](https://gitter.im/econ-ark/community)(#tsc-technical-steering-committee) or simply submit [an issue](https://github.com/econ-ark/HARK/issues/new) and a member can help give you guidance! +If you are worried or don’t know how to start, you can always reach out to us through the gitter [community](https://gitter.im/econ-ark/community)(#tsc-technical-steering-committee) or simply submit [an issue](https://github.com/econ-ark/HARK/issues/new) and a member can help give you guidance! To install for development see the [Quickstart Guide](https://docs.econ-ark.org/guides/installation.html).
+ This page was generated from + {{ docname|e }}. \n + Interactive online version: + Binder badge. + Download notebook. +

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