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| """ | |
| The most atomic way to train and run inference for a GPT in pure, dependency-free Python. | |
| This file is the complete algorithm. | |
| Everything else is just efficiency. | |
| @karpathy | |
| """ | |
| import os # os.path.exists | |
| import math # math.log, math.exp |
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| library(shiny) | |
| library(shinyjs) | |
| # Get table metadata. For now, just the fields | |
| # Further development: also define field types | |
| # and create inputs generically | |
| GetTableMetadata <- function() { | |
| fields <- c(id = "Id", |
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| # Archigos transitions and tenure by regime type | |
| # | |
| # Andreas Beger | |
| # 15 December 2014 | |
| setwd("~/Desktop/archigos-polity") | |
| library(foreign) | |
| library(gdata) |
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| #' @title PRESS | |
| #' @author Thomas Hopper | |
| #' @description Returns the PRESS statistic (predictive residual sum of squares). | |
| #' Useful for evaluating predictive power of regression models. | |
| #' @param linear.model A linear regression model (class 'lm'). Required. | |
| #' | |
| PRESS <- function(linear.model) { | |
| #' calculate the predictive residuals | |
| pr <- residuals(linear.model)/(1-lm.influence(linear.model)$hat) | |
| #' calculate the PRESS |
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| function table2CSV(table, delim){ | |
| var csv = "data:application/csv;charset=utf-8,"; | |
| if(table instanceof HTMLElement){ | |
| table = $(table); | |
| } | |
| if(table instanceof jQuery){ | |
| var regex = /,/g; | |
| if(delim){ | |
| regex = new RegExp(delim, 'g'); | |
| delim = encodeURIComponent(delim); |
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| /* | |
| You can create a spinner using either of the variants below: | |
| $("#el").spin(true); //Starts the spinner. | |
| $("#el").spin(false); // Kills the spinner. | |
| */ | |
| (function($) { | |
| $.fn.spin = function(opts) { |
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| variable | Question | |
|---|---|---|
| cowcode | Correlates of War country code (www.correlatesofwar.org). | |
| country | Country name. | |
| systyear | Year in which the constitutional system was promulgated. | |
| systid | Unique identification number for the constitutional system. | |
| evntyear | Year of promulgation of the most recent constitutional event. | |
| endyear | Year through which the data for the event is guaranteed valid. | |
| evntid | Unique identification number for the constitutional event. | |
| evnttype | Event type (e.g. amendment, new, etc.). | |
| source | What is the source for the text of the Constitution? |
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| getPackage <- function(pkg){ | |
| if(!require(pkg, character.only=TRUE)){ | |
| install.packages(pkg, dependencies=TRUE) | |
| library(pkg, character.only=TRUE) | |
| } | |
| return(TRUE) | |
| } | |
| getPackages <- function(pkgs){ | |
| for (pkg in pkgs){ |
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| import nltk, glob | |
| for filename in glob.glob( '*.htm*' ): | |
| filein = open(filename) | |
| html = filein.read() | |
| raw = nltk.clean_html(html) | |
| fileout = open(filename.rstrip('.html')+'.txt', 'w+') | |
| fileout.write(raw) |
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| <?php | |
| class makeExt{ | |
| protected $project = "<project>"; | |
| protected $name = "<you>"; | |
| protected $desc = "<insert a short description here>"; | |
| public function __construct(){ | |
| global $argv, $argc; |
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