From ca67140361b26b2bc7261264f203c4f314c14cb3 Mon Sep 17 00:00:00 2001 From: Quinn Dougherty Date: Wed, 27 Apr 2022 14:49:15 -0400 Subject: [PATCH 1/7] `Language.mdx` changes and `examples` Value: [1e-2 to 2e-1] --- examples/decay.squiggle | 20 ++++++++ examples/givedirectly.squiggle | 38 +++++++++++++++ .../wholenumberassignmentevaluation.squiggle | 3 ++ packages/website/docs/Features/Language.mdx | 48 ++++++++++++------- 4 files changed, 91 insertions(+), 18 deletions(-) create mode 100644 examples/decay.squiggle create mode 100644 examples/givedirectly.squiggle create mode 100644 examples/wholenumberassignmentevaluation.squiggle diff --git a/examples/decay.squiggle b/examples/decay.squiggle new file mode 100644 index 00000000..60f4c95e --- /dev/null +++ b/examples/decay.squiggle @@ -0,0 +1,20 @@ +# The following code was provided by Nuño Sempere, it comes directly from the post https://www.lesswrong.com/s/rDe8QE5NvXcZYzgZ3/p/j8o6sgRerE3tqNWdj +## Initial setup +yearly_probability_max = 0.95 +yearly_probability_min = 0.66 +period_probability_function(epsilon, yearly_probability) = 1 - (1 - yearly_probability) ^ (1 / epsilon) +probability_decayed(t, time_periods, period_probability) = 1 - (1 - period_probability) ^ (time_periods - t) + +## Monthly decomposition +months_in_a_year=12 + +monthly_probability_min = period_probability_function(months_in_a_year, yearly_probability_min) +monthly_probability_max = period_probability_function(months_in_a_year, yearly_probability_max) + +probability_decayed_monthly_min(t) = probability_decayed(t, months_in_a_year, monthly_probability_min) +probability_decayed_monthly_max(t) = probability_decayed(t, months_in_a_year, monthly_probability_max) +probability_decayed_monthly(t) = probability_decayed_monthly_min(t) to probability_decayed_monthly_max(t) + +probability_decayed_monthly +## probability_decayed_monthly(6) +## mean(probability_decayed_monthly(6)) diff --git a/examples/givedirectly.squiggle b/examples/givedirectly.squiggle new file mode 100644 index 00000000..16dda3a7 --- /dev/null +++ b/examples/givedirectly.squiggle @@ -0,0 +1,38 @@ +# This is a cost effectiveness analysis of givedirectly, originally done by givewell, and translated into Squiggle by Sam Nolan +donation_size = 10000 +proportion_of_funding_available = beta(10, 2) +total_funding_available = donation_size * proportion_of_funding_available +household_size = 3.7 to 5.7 +size_of_transfer = 800 to 1200 +size_of_transfer_per_person = size_of_transfer / household_size + +portion_invested = 0.3 to 0.5 +amount_invested = portion_invested * size_of_transfer_per_person +amount_consumed = (1 - portion_invested) * size_of_transfer_per_person +return_on_investment = 0.08 to 0.12 +increase_in_consumption_from_investments = return_on_investment * amount_invested +baseline_consumption = 200 to 350 +log_increase_in_consumption = log(amount_consumed + baseline_consumption) + log(baseline_consumption) +log_increase_in_consumption_from_investment = log(increase_in_consumption_from_investments + baseline_consumption) + log(baseline_consumption) +investment_duration = 8 to 12 +discount_rate = beta(1.004, 20) + +present_value_excluding_last_year = log_increase_in_consumption_from_investment * (1 - (1 + discount_rate) ^ (-investment_duration)) / (log(1 + discount_rate)) + +percent_of_investment_returned = 0.15 to 0.25 + +pv_consumption_last_year = (log(baseline_consumption + amount_invested * (return_on_investment + percent_of_investment_returned)) - log(baseline_consumption)) / (1 + discount_rate)^investment_duration + +total_pv_of_cash_transfer = pv_consumption_last_year + present_value_excluding_last_year + log_increase_in_consumption + +discount_negative_spoiler = 0.03 to 0.07 + +value_discounting_spoiler = discount_negative_spoiler * total_pv_of_cash_transfer + +consumption_increase_per_household = value_discounting_spoiler * household_size + +amount_of_transfers_made = total_funding_available / size_of_transfer + +total_increase_in_ln_consumption = amount_of_transfers_made * consumption_increase_per_household + +total_increase_in_ln_consumption diff --git a/examples/wholenumberassignmentevaluation.squiggle b/examples/wholenumberassignmentevaluation.squiggle new file mode 100644 index 00000000..f441c67e --- /dev/null +++ b/examples/wholenumberassignmentevaluation.squiggle @@ -0,0 +1,3 @@ +xY1 = 99 +aBa3 = xY1 * 2 + 1 +aBa3 * xY1 + aBa3 diff --git a/packages/website/docs/Features/Language.mdx b/packages/website/docs/Features/Language.mdx index e559fb60..57dcaa0a 100644 --- a/packages/website/docs/Features/Language.mdx +++ b/packages/website/docs/Features/Language.mdx @@ -1,39 +1,51 @@ --- sidebar_position: 2 +title: Squiggle Language --- import { SquiggleEditor } from "../../src/components/SquiggleEditor"; -# Squiggle Language - The squiggle language has a very simple syntax. The best way to get to understand it is by simply looking at examples. -## Basic Language +## Expressions and statements -As an example: +A squiggle **expression** is a value like a float or a distribution or a data structure like an array or a record. + + + +The bottom line of your squiggle buffer should be an expression, which we evaluate (i.e., render). Sometimes we call the last expression of a squiggle file an _export_. + +A squiggle **assignment** is a statement, when you want to bind an expression to a name. -Squiggle can declare variables (`value_of_work = 10 to 70`) and declare exports -(the lone `value_of_work` line). Variables can be used later in a squiggle program -and even in other notebooks! +### Functions -An export is rendered to the output view so you can see your result. - -the exports can be expressions, such as: - - - -## Functions - -Squiggle supports functions, including the rendering of functions: +Some assignments are functions + +## Data structures + +A squiggle **array** is a list of expressions, which is interpretable as an export. + + + +A squiggle **record** is a key-value store with dot accessors. + + From 98bc2ddd5818eb452562d95f871e2ea1966da4bd Mon Sep 17 00:00:00 2001 From: Quinn Dougherty Date: Wed, 27 Apr 2022 16:28:10 -0400 Subject: [PATCH 2/7] Made docs better Value: [1e-3 to 2e-1] --- packages/website/docs/Discussions/Gallery.md | 7 +++++++ ...butions.md => Three-Formats-Of-Distributions.md} | 8 +++----- packages/website/docs/Features/Language.mdx | 10 +++++----- .../{Javascript-Libraries.md => Node-Packages.md} | 9 ++++----- ...ervals.md => Processing-Confidence-Intervals.md} | 8 ++++++-- packages/website/docs/Introduction.md | 13 +++++++++---- 6 files changed, 34 insertions(+), 21 deletions(-) create mode 100644 packages/website/docs/Discussions/Gallery.md rename packages/website/docs/Discussions/{Three-Types-Of-Distributions.md => Three-Formats-Of-Distributions.md} (99%) rename packages/website/docs/Features/{Javascript-Libraries.md => Node-Packages.md} (83%) rename packages/website/docs/Internal/{ProcessingConfidenceIntervals.md => Processing-Confidence-Intervals.md} (90%) diff --git a/packages/website/docs/Discussions/Gallery.md b/packages/website/docs/Discussions/Gallery.md new file mode 100644 index 00000000..fee8f344 --- /dev/null +++ b/packages/website/docs/Discussions/Gallery.md @@ -0,0 +1,7 @@ +--- +sidebar_position: 6 +title: Gallery +--- + +- [Adjusting probabilities for the passage of time](https://www.lesswrong.com/s/rDe8QE5NvXcZYzgZ3/p/j8o6sgRerE3tqNWdj) by Nuño Sempere +- [GiveWell's GiveDirectly cost effectiveness analysis](https://observablehq.com/@hazelfire/givewells-givedirectly-cost-effectiveness-analysis) by Sam Nolan diff --git a/packages/website/docs/Discussions/Three-Types-Of-Distributions.md b/packages/website/docs/Discussions/Three-Formats-Of-Distributions.md similarity index 99% rename from packages/website/docs/Discussions/Three-Types-Of-Distributions.md rename to packages/website/docs/Discussions/Three-Formats-Of-Distributions.md index ffd99fc1..8ec5b88d 100644 --- a/packages/website/docs/Discussions/Three-Types-Of-Distributions.md +++ b/packages/website/docs/Discussions/Three-Formats-Of-Distributions.md @@ -1,12 +1,10 @@ --- sidebar_position: 5 +title: Three Formats of Distributions +author: Ozzie Gooen +date: 02-19-2022 --- -# Three Formats of Distributions - -_Author: Ozzie Gooen_ -_Written on: Feb 19, 2022_ - Probability distributions have several subtle possible formats. Three important ones that we deal with in Squiggle are symbolic, sample set, and graph formats. _Symbolic_ formats are just the math equations. `normal(5,3)` is the symbolic representation of a normal distribution. diff --git a/packages/website/docs/Features/Language.mdx b/packages/website/docs/Features/Language.mdx index 57dcaa0a..4862bd5d 100644 --- a/packages/website/docs/Features/Language.mdx +++ b/packages/website/docs/Features/Language.mdx @@ -1,6 +1,6 @@ --- sidebar_position: 2 -title: Squiggle Language +title: Language Basics --- import { SquiggleEditor } from "../../src/components/SquiggleEditor"; @@ -29,8 +29,8 @@ Some assignments are functions @@ -46,6 +46,6 @@ A squiggle **record** is a key-value store with dot accessors. diff --git a/packages/website/docs/Features/Javascript-Libraries.md b/packages/website/docs/Features/Node-Packages.md similarity index 83% rename from packages/website/docs/Features/Javascript-Libraries.md rename to packages/website/docs/Features/Node-Packages.md index c782be6f..6a55c6dd 100644 --- a/packages/website/docs/Features/Javascript-Libraries.md +++ b/packages/website/docs/Features/Node-Packages.md @@ -1,13 +1,12 @@ --- sidebar_position: 3 +title: Node Packages --- -# Javascript Libraries - There are two JavaScript packages currently available for Squiggle: -- [`@quri/squiggle-lang`](https://www.npmjs.com/package/@quri/squiggle-lang) -- [`@quri/squiggle-components`](https://www.npmjs.com/package/@quri/squiggle-components) +- [`@quri/squiggle-lang`](https://www.npmjs.com/package/@quri/squiggle-lang) ![npm version](https://badge.fury.io/js/@quri%2Fsquiggle-lang.svg) +- [`@quri/squiggle-components`](https://www.npmjs.com/package/@quri/squiggle-components) ![npm version](https://badge.fury.io/js/@quri%2Fsquiggle-components.svg) Types are available for both packages. @@ -24,7 +23,7 @@ call. Passing this environment will mean that all previously declared variables in the previous environment will be made available. The return type of `run` is a bit complicated, and comes from auto generated js -code that comes from rescript. I highly recommend using typescript when using +code that comes from rescript. We highly recommend using typescript when using this library to help navigate the return type. ## Squiggle Components diff --git a/packages/website/docs/Internal/ProcessingConfidenceIntervals.md b/packages/website/docs/Internal/Processing-Confidence-Intervals.md similarity index 90% rename from packages/website/docs/Internal/ProcessingConfidenceIntervals.md rename to packages/website/docs/Internal/Processing-Confidence-Intervals.md index 99e72e5a..cc193e8f 100644 --- a/packages/website/docs/Internal/ProcessingConfidenceIntervals.md +++ b/packages/website/docs/Internal/Processing-Confidence-Intervals.md @@ -1,6 +1,8 @@ -# Processing confidence intervals +--- +title: Processing Confidence Intervals +--- -This page explains what we are doing when we take a 95% confidence interval, and we get a mean and a standard deviation from it +This page explains what we are doing when we take a 95% confidence interval, and we get a mean and a standard deviation from it. ## For normals @@ -30,3 +32,5 @@ We can now look at the inverse cdf of a $Normal(0,1)$. We find that the 95% poin So then, if we take a $Normal(0,1)$ and we multiply it by $\frac{(high -. low)}{(2. *. 1.6448536269514722)}$, it's 90% confidence interval will be multiplied by the same amount. Then we just have to shift it by the mean to get our target normal. ## For lognormals + +TODO diff --git a/packages/website/docs/Introduction.md b/packages/website/docs/Introduction.md index ecfe7f02..021bd845 100644 --- a/packages/website/docs/Introduction.md +++ b/packages/website/docs/Introduction.md @@ -1,10 +1,15 @@ --- sidebar_position: 1 +title: Introduction --- -# Squiggle +Squiggle is an _estimation language_, and a syntax for _calculating and expressing beliefs_ involving uncertainty. It has use cases in forecasting and writing evaluations. -Squiggle is a language for writing calculations under uncertainty. It has use -cases in forecasting and writing better evaluations. +## Get started -The best way to get started with Squiggle is to [try it out yourself](https://playground.squiggle-language.com/). +- [Gallery](https://www.squiggle-language.com/docs/Discussions/Gallery) +- [Squiggle playground](https://squiggle-language.com/playground) +- [Language basics](https://www.squiggle-language.com/docs/Features/Language) +- [Squiggle functions source of truth](https://www.squiggle-language.com/docs/Features/Functions) +- [Known bugs](https://www.squiggle-language.com/docs/Discussions/Bugs) +- [Original lesswrong sequence](https://www.lesswrong.com/s/rDe8QE5NvXcZYzgZ3) From 6bd8aecb31c4e3e0ed583cc2fabd091b08e3ada0 Mon Sep 17 00:00:00 2001 From: Quinn Dougherty Date: Wed, 27 Apr 2022 16:51:23 -0400 Subject: [PATCH 3/7] Fixed 95->90 Value: [1e-4 to 3e-3] --- packages/website/docs/Features/Node-Packages.md | 2 +- .../docs/Internal/Processing-Confidence-Intervals.md | 10 ++++------ packages/website/docs/Introduction.md | 1 + 3 files changed, 6 insertions(+), 7 deletions(-) diff --git a/packages/website/docs/Features/Node-Packages.md b/packages/website/docs/Features/Node-Packages.md index 6a55c6dd..ab590c32 100644 --- a/packages/website/docs/Features/Node-Packages.md +++ b/packages/website/docs/Features/Node-Packages.md @@ -22,7 +22,7 @@ argument allows you to pass an environment previously created by another `run` call. Passing this environment will mean that all previously declared variables in the previous environment will be made available. -The return type of `run` is a bit complicated, and comes from auto generated js +The return type of `run` is a bit complicated, and comes from auto generated `js` code that comes from rescript. We highly recommend using typescript when using this library to help navigate the return type. diff --git a/packages/website/docs/Internal/Processing-Confidence-Intervals.md b/packages/website/docs/Internal/Processing-Confidence-Intervals.md index cc193e8f..004e3bb7 100644 --- a/packages/website/docs/Internal/Processing-Confidence-Intervals.md +++ b/packages/website/docs/Internal/Processing-Confidence-Intervals.md @@ -1,8 +1,9 @@ --- title: Processing Confidence Intervals +author: Nuño Sempere --- -This page explains what we are doing when we take a 95% confidence interval, and we get a mean and a standard deviation from it. +This page explains what we are doing when we take a 90% confidence interval, and we get a mean and a standard deviation from it. ## For normals @@ -21,13 +22,10 @@ module Normal = { We know that for a normal with mean $\mu$ and standard deviation $\sigma$, $$ - -a \cdot Normal(\mu, \sigma) = Normal(a\cdot \mu, |a|\cdot \sigma) - - +a \cdot Normal(\mu, \sigma) = Normal(a \cdot \mu, |a| \cdot \sigma) $$ -We can now look at the inverse cdf of a $Normal(0,1)$. We find that the 95% point is reached at $1.6448536269514722$. ([source](https://stackoverflow.com/questions/20626994/how-to-calculate-the-inverse-of-the-normal-cumulative-distribution-function-in-p)) This means that the 90% confidence interval is $[-1.6448536269514722, 1.6448536269514722]$, which has a width of $2 \cdot 1.6448536269514722$. +We can now look at the inverse cdf of a $Normal(0,1)$. We find that the 90% point is reached at $1.6448536269514722$. ([source](https://stackoverflow.com/questions/20626994/how-to-calculate-the-inverse-of-the-normal-cumulative-distribution-function-in-p)) This means that the 90% confidence interval is $[-1.6448536269514722, 1.6448536269514722]$, which has a width of $2 \cdot 1.6448536269514722$. So then, if we take a $Normal(0,1)$ and we multiply it by $\frac{(high -. low)}{(2. *. 1.6448536269514722)}$, it's 90% confidence interval will be multiplied by the same amount. Then we just have to shift it by the mean to get our target normal. diff --git a/packages/website/docs/Introduction.md b/packages/website/docs/Introduction.md index 021bd845..91cfd919 100644 --- a/packages/website/docs/Introduction.md +++ b/packages/website/docs/Introduction.md @@ -13,3 +13,4 @@ Squiggle is an _estimation language_, and a syntax for _calculating and expressi - [Squiggle functions source of truth](https://www.squiggle-language.com/docs/Features/Functions) - [Known bugs](https://www.squiggle-language.com/docs/Discussions/Bugs) - [Original lesswrong sequence](https://www.lesswrong.com/s/rDe8QE5NvXcZYzgZ3) +- [Author your squiggle models as Observable notebooks](https://observablehq.com/@hazelfire/squiggle) From 8866b9d09353a52b98479ad333554fa6d0f115e4 Mon Sep 17 00:00:00 2001 From: Quinn Dougherty Date: Wed, 27 Apr 2022 16:56:30 -0400 Subject: [PATCH 4/7] the _correct_ 90 vs. 95 thing Value: [1e-6 to 1e-4] --- .../website/docs/Internal/Processing-Confidence-Intervals.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/website/docs/Internal/Processing-Confidence-Intervals.md b/packages/website/docs/Internal/Processing-Confidence-Intervals.md index 004e3bb7..01afeb79 100644 --- a/packages/website/docs/Internal/Processing-Confidence-Intervals.md +++ b/packages/website/docs/Internal/Processing-Confidence-Intervals.md @@ -25,7 +25,7 @@ $$ a \cdot Normal(\mu, \sigma) = Normal(a \cdot \mu, |a| \cdot \sigma) $$ -We can now look at the inverse cdf of a $Normal(0,1)$. We find that the 90% point is reached at $1.6448536269514722$. ([source](https://stackoverflow.com/questions/20626994/how-to-calculate-the-inverse-of-the-normal-cumulative-distribution-function-in-p)) This means that the 90% confidence interval is $[-1.6448536269514722, 1.6448536269514722]$, which has a width of $2 \cdot 1.6448536269514722$. +We can now look at the inverse cdf of a $Normal(0,1)$. We find that the 95% point is reached at $1.6448536269514722$. ([source](https://stackoverflow.com/questions/20626994/how-to-calculate-the-inverse-of-the-normal-cumulative-distribution-function-in-p)) This means that the 90% confidence interval is $[-1.6448536269514722, 1.6448536269514722]$, which has a width of $2 \cdot 1.6448536269514722$. So then, if we take a $Normal(0,1)$ and we multiply it by $\frac{(high -. low)}{(2. *. 1.6448536269514722)}$, it's 90% confidence interval will be multiplied by the same amount. Then we just have to shift it by the mean to get our target normal. 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a/packages/website/static/img/undraw_docusaurus_react.svg b/packages/website/static/img/undraw_docusaurus_react.svg deleted file mode 100644 index e4170504..00000000 --- a/packages/website/static/img/undraw_docusaurus_react.svg +++ /dev/null @@ -1,169 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/packages/website/static/img/undraw_docusaurus_tree.svg b/packages/website/static/img/undraw_docusaurus_tree.svg deleted file mode 100644 index a05cc03d..00000000 --- a/packages/website/static/img/undraw_docusaurus_tree.svg +++ /dev/null @@ -1 +0,0 @@ -docu_tree \ No newline at end of file From 7c14fd55c08df79fa235f5fe44a8ec2131123191 Mon Sep 17 00:00:00 2001 From: Quinn Dougherty Date: Thu, 28 Apr 2022 10:58:39 -0400 Subject: [PATCH 6/7] Made less programmery based on feedback Value: [5e-4 to 8e-3] --- packages/website/docs/Features/Language.mdx | 52 ++++++++++----------- 1 file changed, 25 insertions(+), 27 deletions(-) diff --git a/packages/website/docs/Features/Language.mdx b/packages/website/docs/Features/Language.mdx index 4862bd5d..117f5993 100644 --- a/packages/website/docs/Features/Language.mdx +++ b/packages/website/docs/Features/Language.mdx @@ -8,44 +8,42 @@ import { SquiggleEditor } from "../../src/components/SquiggleEditor"; The squiggle language has a very simple syntax. The best way to get to understand it is by simply looking at examples. -## Expressions and statements +## Expressions -A squiggle **expression** is a value like a float or a distribution or a data structure like an array or a record. +A distribution -The bottom line of your squiggle buffer should be an expression, which we evaluate (i.e., render). Sometimes we call the last expression of a squiggle file an _export_. +A number -A squiggle **assignment** is a statement, when you want to bind an expression to a name. + - - -### Functions - -Some assignments are functions - - - -## Data structures - -A squiggle **array** is a list of expressions, which is interpretable as an export. +Arrays -A squiggle **record** is a key-value store with dot accessors. +Records + + + +## Statements + +A statement assigns expressions to names. It looks like ` = ` + +### Functions + +We can define functions + + From 114d537c0770347c84b3ebced6246481791c188e Mon Sep 17 00:00:00 2001 From: Quinn Dougherty Date: Thu, 28 Apr 2022 11:21:10 -0400 Subject: [PATCH 7/7] rm top line; fixed some examples; added `See more` section Value: [5e-4 to 2e-3] --- packages/website/docs/Features/Language.mdx | 18 +++++++++++------- 1 file changed, 11 insertions(+), 7 deletions(-) diff --git a/packages/website/docs/Features/Language.mdx b/packages/website/docs/Features/Language.mdx index 117f5993..5b66d2e2 100644 --- a/packages/website/docs/Features/Language.mdx +++ b/packages/website/docs/Features/Language.mdx @@ -5,9 +5,6 @@ title: Language Basics import { SquiggleEditor } from "../../src/components/SquiggleEditor"; -The squiggle language has a very simple syntax. The best way to get to understand -it is by simply looking at examples. - ## Expressions A distribution @@ -21,12 +18,15 @@ A number Arrays Records - + ## Statements @@ -44,6 +44,10 @@ We can define functions + +## See more + +- [Functions reference](https://squiggle-language.com/docs/Features/Functions) +- [Gallery](https://squiggle-language.com/docs/Discussions/Gallery)