SYMBOL INDEX (334 symbols across 30 files)

FILE: docs/_static/doctools.js
  function highlight (line 69) | function highlight(node, addItems) {

FILE: docs/_static/jquery-3.2.1.js
  function DOMEval (line 76) | function DOMEval( code, doc ) {
  function isArrayLike (line 522) | function isArrayLike( obj ) {
  function Sizzle (line 754) | function Sizzle( selector, context, results, seed ) {
  function createCache (line 893) | function createCache() {
  function markFunction (line 911) | function markFunction( fn ) {
  function assert (line 920) | function assert( fn ) {
  function addHandle (line 942) | function addHandle( attrs, handler ) {
  function siblingCheck (line 957) | function siblingCheck( a, b ) {
  function createInputPseudo (line 983) | function createInputPseudo( type ) {
  function createButtonPseudo (line 994) | function createButtonPseudo( type ) {
  function createDisabledPseudo (line 1005) | function createDisabledPseudo( disabled ) {
  function createPositionalPseudo (line 1061) | function createPositionalPseudo( fn ) {
  function testContext (line 1084) | function testContext( context ) {
  function setFilters (line 2166) | function setFilters() {}
  function toSelector (line 2237) | function toSelector( tokens ) {
  function addCombinator (line 2247) | function addCombinator( matcher, combinator, base ) {
  function elementMatcher (line 2311) | function elementMatcher( matchers ) {
  function multipleContexts (line 2325) | function multipleContexts( selector, contexts, results ) {
  function condense (line 2334) | function condense( unmatched, map, filter, context, xml ) {
  function setMatcher (line 2355) | function setMatcher( preFilter, selector, matcher, postFilter, postFinde...
  function matcherFromTokens (line 2448) | function matcherFromTokens( tokens ) {
  function matcherFromGroupMatchers (line 2506) | function matcherFromGroupMatchers( elementMatchers, setMatchers ) {
  function nodeName (line 2842) | function nodeName( elem, name ) {
  function winnow (line 2854) | function winnow( elements, qualifier, not ) {
  function sibling (line 3157) | function sibling( cur, dir ) {
  function createOptions (line 3244) | function createOptions( options ) {
  function Identity (line 3469) | function Identity( v ) {
  function Thrower (line 3472) | function Thrower( ex ) {
  function adoptValue (line 3476) | function adoptValue( value, resolve, reject, noValue ) {
  function resolve (line 3569) | function resolve( depth, deferred, handler, special ) {
  function completed (line 3927) | function completed() {
  function Data (line 4029) | function Data() {
  function getData (line 4198) | function getData( data ) {
  function dataAttr (line 4223) | function dataAttr( elem, key, data ) {
  function adjustCSS (line 4536) | function adjustCSS( elem, prop, valueParts, tween ) {
  function getDefaultDisplay (line 4601) | function getDefaultDisplay( elem ) {
  function showHide (line 4624) | function showHide( elements, show ) {
  function getAll (line 4725) | function getAll( context, tag ) {
  function setGlobalEval (line 4750) | function setGlobalEval( elems, refElements ) {
  function buildFragment (line 4766) | function buildFragment( elems, context, scripts, selection, ignored ) {
  function returnTrue (line 4889) | function returnTrue() {
  function returnFalse (line 4893) | function returnFalse() {
  function safeActiveElement (line 4899) | function safeActiveElement() {
  function on (line 4905) | function on( elem, types, selector, data, fn, one ) {
  function manipulationTarget (line 5634) | function manipulationTarget( elem, content ) {
  function disableScript (line 5645) | function disableScript( elem ) {
  function restoreScript (line 5649) | function restoreScript( elem ) {
  function cloneCopyEvent (line 5661) | function cloneCopyEvent( src, dest ) {
  function fixInput (line 5696) | function fixInput( src, dest ) {
  function domManip (line 5709) | function domManip( collection, args, callback, ignored ) {
  function remove (line 5799) | function remove( elem, selector, keepData ) {
  function computeStyleTests (line 6092) | function computeStyleTests() {
  function curCSS (line 6166) | function curCSS( elem, name, computed ) {
  function addGetHookIf (line 6219) | function addGetHookIf( conditionFn, hookFn ) {
  function vendorPropName (line 6256) | function vendorPropName( name ) {
  function finalPropName (line 6277) | function finalPropName( name ) {
  function setPositiveNumber (line 6285) | function setPositiveNumber( elem, value, subtract ) {
  function augmentWidthOrHeight (line 6297) | function augmentWidthOrHeight( elem, name, extra, isBorderBox, styles ) {
  function getWidthOrHeight (line 6343) | function getWidthOrHeight( elem, name, extra ) {
  function Tween (line 6652) | function Tween( elem, options, prop, end, easing ) {
  function schedule (line 6775) | function schedule() {
  function createFxNow (line 6788) | function createFxNow() {
  function genFx (line 6796) | function genFx( type, includeWidth ) {
  function createTween (line 6816) | function createTween( value, prop, animation ) {
  function defaultPrefilter (line 6830) | function defaultPrefilter( elem, props, opts ) {
  function propFilter (line 7001) | function propFilter( props, specialEasing ) {
  function Animation (line 7038) | function Animation( elem, properties, options ) {
  function stripAndCollapse (line 7753) | function stripAndCollapse( value ) {
  function getClass (line 7759) | function getClass( elem ) {
  function buildParams (line 8383) | function buildParams( prefix, obj, traditional, add ) {
  function addToPrefiltersOrTransports (line 8533) | function addToPrefiltersOrTransports( structure ) {
  function inspectPrefiltersOrTransports (line 8567) | function inspectPrefiltersOrTransports( structure, options, originalOpti...
  function ajaxExtend (line 8596) | function ajaxExtend( target, src ) {
  function ajaxHandleResponses (line 8616) | function ajaxHandleResponses( s, jqXHR, responses ) {
  function ajaxConvert (line 8674) | function ajaxConvert( s, response, jqXHR, isSuccess ) {
  function done (line 9187) | function done( status, nativeStatusText, responses, headers ) {

FILE: docs/_static/jquery.js
  function p (line 2) | function p(a,b){b=b||d;var c=b.createElement("script");c.text=a,b.head.a...
  function w (line 2) | function w(a){var b=!!a&&"length"in a&&a.length,c=r.type(a);return"funct...
  function ga (line 2) | function ga(a,b,d,e){var f,h,j,k,l,o,r,s=b&&b.ownerDocument,w=b?b.nodeTy...
  function ha (line 2) | function ha(){var a=[];function b(c,e){return a.push(c+" ")>d.cacheLengt...
  function ia (line 2) | function ia(a){return a[u]=!0,a}
  function ja (line 2) | function ja(a){var b=n.createElement("fieldset");try{return!!a(b)}catch(...
  function ka (line 2) | function ka(a,b){var c=a.split("|"),e=c.length;while(e--)d.attrHandle[c[...
  function la (line 2) | function la(a,b){var c=b&&a,d=c&&1===a.nodeType&&1===b.nodeType&&a.sourc...
  function ma (line 2) | function ma(a){return function(b){var c=b.nodeName.toLowerCase();return"...
  function na (line 2) | function na(a){return function(b){var c=b.nodeName.toLowerCase();return(...
  function oa (line 2) | function oa(a){return function(b){return"form"in b?b.parentNode&&b.disab...
  function pa (line 2) | function pa(a){return ia(function(b){return b=+b,ia(function(c,d){var e,...
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  function sa (line 2) | function sa(a){for(var b=0,c=a.length,d="";b<c;b++)d+=a[b].value;return d}
  function ta (line 2) | function ta(a,b,c){var d=b.dir,e=b.next,f=e||d,g=c&&"parentNode"===f,h=x...
  function ua (line 2) | function ua(a){return a.length>1?function(b,c,d){var e=a.length;while(e-...
  function va (line 2) | function va(a,b,c){for(var d=0,e=b.length;d<e;d++)ga(a,b[d],c);return c}
  function wa (line 2) | function wa(a,b,c,d,e){for(var f,g=[],h=0,i=a.length,j=null!=b;h<i;h++)(...
  function xa (line 2) | function xa(a,b,c,d,e,f){return d&&!d[u]&&(d=xa(d)),e&&!e[u]&&(e=xa(e,f)...
  function ya (line 2) | function ya(a){for(var b,c,e,f=a.length,g=d.relative[a[0].type],h=g||d.r...
  function za (line 2) | function za(a,b){var c=b.length>0,e=a.length>0,f=function(f,g,h,i,k){var...
  function B (line 2) | function B(a,b){return a.nodeName&&a.nodeName.toLowerCase()===b.toLowerC...
  function E (line 2) | function E(a,b,c){return r.isFunction(b)?r.grep(a,function(a,d){return!!...
  function K (line 2) | function K(a,b){while((a=a[b])&&1!==a.nodeType);return a}
  function M (line 2) | function M(a){var b={};return r.each(a.match(L)||[],function(a,c){b[c]=!...
  function N (line 2) | function N(a){return a}
  function O (line 2) | function O(a){throw a}
  function P (line 2) | function P(a,b,c,d){var e;try{a&&r.isFunction(e=a.promise)?e.call(a).don...
  function g (line 2) | function g(b,c,d,e){return function(){var h=this,i=arguments,j=function(...
  function S (line 2) | function S(){d.removeEventListener("DOMContentLoaded",S),
  function V (line 3) | function V(){this.expando=r.expando+V.uid++}
  function $ (line 3) | function $(a){return"true"===a||"false"!==a&&("null"===a?null:a===+a+""?...
  function _ (line 3) | function _(a,b,c){var d;if(void 0===c&&1===a.nodeType)if(d="data-"+b.rep...
  function fa (line 3) | function fa(a,b,c,d){var e,f=1,g=20,h=d?function(){return d.cur()}:funct...
  function ha (line 3) | function ha(a){var b,c=a.ownerDocument,d=a.nodeName,e=ga[d];return e?e:(...
  function ia (line 3) | function ia(a,b){for(var c,d,e=[],f=0,g=a.length;f<g;f++)d=a[f],d.style&...
  function na (line 3) | function na(a,b){var c;return c="undefined"!=typeof a.getElementsByTagNa...
  function oa (line 3) | function oa(a,b){for(var c=0,d=a.length;c<d;c++)W.set(a[c],"globalEval",...
  function qa (line 3) | function qa(a,b,c,d,e){for(var f,g,h,i,j,k,l=b.createDocumentFragment(),...
  function va (line 3) | function va(){return!0}
  function wa (line 3) | function wa(){return!1}
  function xa (line 3) | function xa(){try{return d.activeElement}catch(a){}}
  function ya (line 3) | function ya(a,b,c,d,e,f){var g,h;if("object"==typeof b){"string"!=typeof...
  function Ea (line 3) | function Ea(a,b){return B(a,"table")&&B(11!==b.nodeType?b:b.firstChild,"...
  function Fa (line 3) | function Fa(a){return a.type=(null!==a.getAttribute("type"))+"/"+a.type,a}
  function Ga (line 3) | function Ga(a){var b=Ca.exec(a.type);return b?a.type=b[1]:a.removeAttrib...
  function Ha (line 3) | function Ha(a,b){var c,d,e,f,g,h,i,j;if(1===b.nodeType){if(W.hasData(a)&...
  function Ia (line 3) | function Ia(a,b){var c=b.nodeName.toLowerCase();"input"===c&&ja.test(a.t...
  function Ja (line 3) | function Ja(a,b,c,d){b=g.apply([],b);var e,f,h,i,j,k,l=0,m=a.length,n=m-...
  function Ka (line 3) | function Ka(a,b,c){for(var d,e=b?r.filter(b,a):a,f=0;null!=(d=e[f]);f++)...
  function b (line 3) | function b(){if(i){i.style.cssText="box-sizing:border-box;position:relat...
  function Oa (line 3) | function Oa(a,b,c){var d,e,f,g,h=a.style;return c=c||Na(a),c&&(g=c.getPr...
  function Pa (line 3) | function Pa(a,b){return{get:function(){return a()?void delete this.get:(...
  function Wa (line 3) | function Wa(a){if(a in Va)return a;var b=a[0].toUpperCase()+a.slice(1),c...
  function Xa (line 3) | function Xa(a){var b=r.cssProps[a];return b||(b=r.cssProps[a]=Wa(a)||a),b}
  function Ya (line 3) | function Ya(a,b,c){var d=ba.exec(b);return d?Math.max(0,d[2]-(c||0))+(d[...
  function Za (line 3) | function Za(a,b,c,d,e){var f,g=0;for(f=c===(d?"border":"content")?4:"wid...
  function $a (line 3) | function $a(a,b,c){var d,e=Na(a),f=Oa(a,b,e),g="border-box"===r.css(a,"b...
  function _a (line 3) | function _a(a,b,c,d,e){return new _a.prototype.init(a,b,c,d,e)}
  function eb (line 3) | function eb(){bb&&(d.hidden===!1&&a.requestAnimationFrame?a.requestAnima...
  function fb (line 3) | function fb(){return a.setTimeout(function(){ab=void 0}),ab=r.now()}
  function gb (line 3) | function gb(a,b){var c,d=0,e={height:a};for(b=b?1:0;d<4;d+=2-b)c=ca[d],e...
  function hb (line 3) | function hb(a,b,c){for(var d,e=(kb.tweeners[b]||[]).concat(kb.tweeners["...
  function ib (line 3) | function ib(a,b,c){var d,e,f,g,h,i,j,k,l="width"in b||"height"in b,m=thi...
  function jb (line 3) | function jb(a,b){var c,d,e,f,g;for(c in a)if(d=r.camelCase(c),e=b[d],f=a...
  function kb (line 3) | function kb(a,b,c){var d,e,f=0,g=kb.prefilters.length,h=r.Deferred().alw...
  function pb (line 4) | function pb(a){var b=a.match(L)||[];return b.join(" ")}
  function qb (line 4) | function qb(a){return a.getAttribute&&a.getAttribute("class")||""}
  function Ab (line 4) | function Ab(a,b,c,d){var e;if(Array.isArray(b))r.each(b,function(b,e){c|...
  function Mb (line 4) | function Mb(a){return function(b,c){"string"!=typeof b&&(c=b,b="*");var ...
  function Nb (line 4) | function Nb(a,b,c,d){var e={},f=a===Jb;function g(h){var i;return e[h]=!...
  function Ob (line 4) | function Ob(a,b){var c,d,e=r.ajaxSettings.flatOptions||{};for(c in b)voi...
  function Pb (line 4) | function Pb(a,b,c){var d,e,f,g,h=a.contents,i=a.dataTypes;while("*"===i[...
  function Qb (line 4) | function Qb(a,b,c,d){var e,f,g,h,i,j={},k=a.dataTypes.slice();if(k[1])fo...
  function A (line 4) | function A(b,c,d,h){var j,m,n,v,w,x=c;k||(k=!0,i&&a.clearTimeout(i),e=vo...

FILE: docs/_static/searchtools.js
  function splitQuery (line 307) | function splitQuery(query) {
  function pulse (line 381) | function pulse() {
  function displayNextItem (line 513) | function displayNextItem() {

FILE: docs/_static/underscore-1.3.1.js
  function eq (line 669) | function eq(a, b, stack) {

FILE: docs/_static/underscore.js
  function q (line 8) | function q(a,c,d){if(a===c)return a!==0||1/a==1/c;if(a==null||c==null)re...

FILE: docs/_static/websupport.js
  function init (line 47) | function init() {
  function initEvents (line 52) | function initEvents() {
  function setComparator (line 107) | function setComparator() {
  function initComparator (line 127) | function initComparator() {
  function show (line 147) | function show(id) {
  function hide (line 168) | function hide(id) {
  function getComments (line 181) | function getComments(id) {
  function addComment (line 216) | function addComment(form) {
  function appendComments (line 275) | function appendComments(comments, ul) {
  function insertComment (line 290) | function insertComment(comment) {
  function acceptComment (line 320) | function acceptComment(id) {
  function deleteComment (line 335) | function deleteComment(id) {
  function showProposal (line 369) | function showProposal(id) {
  function hideProposal (line 375) | function hideProposal(id) {
  function showProposeChange (line 381) | function showProposeChange(id) {
  function hideProposeChange (line 390) | function hideProposeChange(id) {
  function toggleCommentMarkupBox (line 398) | function toggleCommentMarkupBox(id) {
  function handleReSort (line 403) | function handleReSort(link) {
  function handleVote (line 426) | function handleVote(link) {
  function openReply (line 488) | function openReply(id) {
  function closeReply (line 516) | function closeReply(id) {
  function sortComments (line 530) | function sortComments(comments) {
  function getChildren (line 542) | function getChildren(ul, recursive) {
  function createCommentDiv (line 555) | function createCommentDiv(comment) {
  function renderTemplate (line 593) | function renderTemplate(template, context) {
  function showError (line 610) | function showError(message) {

FILE: examples/effective_sample_size_example.py
  function logp (line 12) | def logp(x, y):

FILE: examples/slice_sample.py
  function logp (line 13) | def logp(x, y):

FILE: sampyl/core.py
  function auto_grad_logp (line 17) | def auto_grad_logp(logp, names=None):

FILE: sampyl/diagnostics/diagnostics.py
  function compute_r_hat (line 4) | def compute_r_hat(theta_chains):
  function compute_n_eff (line 32) | def compute_n_eff(theta_chains):
  function compute_n_eff_acf (line 47) | def compute_n_eff_acf(theta_chain):

FILE: sampyl/distributions.py
  function fails_constraints (line 17) | def fails_constraints(*conditions):
  function normal (line 36) | def normal(x, mu=0, sig=1):
  function half_normal (line 62) | def half_normal(x, mu=0, sig=1):
  function uniform (line 69) | def uniform(x, lower=0, upper=1):
  function discrete_uniform (line 88) | def discrete_uniform(x, lower=0, upper=1):
  function exponential (line 115) | def exponential(x, rate=1):
  function poisson (line 135) | def poisson(x, rate=1):
  function binomial (line 156) | def binomial(k, n, p):
  function bernoulli (line 173) | def bernoulli(k, p):
  function beta (line 185) | def beta(x, alpha=1, beta=1):
  function student_t (line 202) | def student_t(x, nu=1):
  function laplace (line 222) | def laplace(x, mu, tau):
  function cauchy (line 239) | def cauchy(x, alpha=0, beta=1):
  function half_cauchy (line 258) | def half_cauchy(x, alpha=0, beta=1):
  function weibull (line 277) | def weibull(x, l, k):

FILE: sampyl/exceptions.py
  class AutogradError (line 1) | class AutogradError(Exception):
    method __init__ (line 2) | def __init__(self, message):
    method __str__ (line 5) | def __str__(self):

FILE: sampyl/model.py
  class Model (line 13) | class Model():
    method __init__ (line 36) | def __init__(self):
    method logp (line 40) | def logp(self):
    method add (line 44) | def add(self, *args):
    method __call__ (line 47) | def __call__(self):

FILE: sampyl/parallel.py
  function f (line 26) | def f(n_samples, sampler):
  function parallel (line 31) | def parallel(sampler, n_chains, samples, progress_bar=True, **kwargs):
  function init_samplers (line 66) | def init_samplers(sampler, n_chains, chains=None):

FILE: sampyl/posterior.py
  class BasePosterior (line 18) | class BasePosterior(object):
    method __init__ (line 20) | def __init__(self):
    method logp (line 24) | def logp(self, state):
    method grad (line 28) | def grad(self, state):
    method __call__ (line 31) | def __call__(self, state):
    method clear_cache (line 35) | def clear_cache(self):
  class SinglePosterior (line 43) | class SinglePosterior(BasePosterior):
    method __init__ (line 50) | def __init__(self, logp_func):
    method logp (line 54) | def logp(self, state):
    method grad (line 72) | def grad(self, state):
  class Posterior (line 92) | class Posterior(BasePosterior):
    method __init__ (line 106) | def __init__(self, logp_func, grad_func=None, grad_logp_flag=False):
    method logp (line 111) | def logp(self, state):
    method grad (line 129) | def grad(self, state):
  function init_posterior (line 148) | def init_posterior(logp, grad_logp=None, grad_logp_flag=False):
  function grad_vec (line 169) | def grad_vec(grad_logp, state):
  function check_logp (line 185) | def check_logp(logp):
  function check_grad_logp (line 194) | def check_grad_logp(logp, grad_logp, grad_logp_flag):

FILE: sampyl/progressbar.py
  function update_progress (line 14) | def update_progress(current, total, width=30, end=False):

FILE: sampyl/samplers/NUTS.py
  class NUTS (line 22) | class NUTS(Sampler):
    method __init__ (line 67) | def __init__(self, logp, start,
    method step (line 91) | def step(self):
  function bern (line 139) | def bern(p):
  function buildtree (line 143) | def buildtree(x, r, u, v, j, e, x0, r0, H, dH, Emax):

FILE: sampyl/samplers/base.py
  class Sampler (line 12) | class Sampler(object):
    method __init__ (line 13) | def __init__(self, logp, start,
    method _conditional_step (line 50) | def _conditional_step(self):
    method step (line 84) | def step(self):
    method sample (line 89) | def sample(self, num, burn=0, thin=1, n_chains=1, progress_bar=True):
    method __call__ (line 146) | def __call__(self, num, burn=0, thin=1, n_chains=1, progress_bar=True):
  function default_scale (line 152) | def default_scale(scale, state):

FILE: sampyl/samplers/chain.py
  class Chain (line 5) | class Chain(Sampler):
    method __init__ (line 6) | def __init__(self, steps, start, **kwargs):
    method step (line 29) | def step(self):

FILE: sampyl/samplers/hamiltonian.py
  class Hamiltonian (line 21) | class Hamiltonian(Sampler):
    method __init__ (line 22) | def __init__(self, logp, start, step_size=1, n_steps=5, **kwargs):
    method step (line 57) | def step(self):
    method acceptance_rate (line 75) | def acceptance_rate(self):
  function leapfrog (line 79) | def leapfrog(x, r, step_size, grad):
  function accept (line 87) | def accept(x, y, r_0, r, logp):
  function energy (line 94) | def energy(logp, x, r):
  function initial_momentum (line 99) | def initial_momentum(state, scale):

FILE: sampyl/samplers/metropolis.py
  class Metropolis (line 19) | class Metropolis(Sampler):
    method __init__ (line 50) | def __init__(self, logp, start, tune_interval=100, **kwargs):
    method step (line 58) | def step(self):
    method acceptance (line 76) | def acceptance(self):
    method __repr__ (line 79) | def __repr__(self):
  function proposal (line 83) | def proposal(state, scale):
  function accept (line 91) | def accept(x, y, logp):
  function tune (line 102) | def tune(scale, acceptance):

FILE: sampyl/samplers/slice.py
  class Slice (line 20) | class Slice(Sampler):
    method __init__ (line 45) | def __init__(self, logp,
    method step (line 68) | def step(self):
    method direction_slice (line 88) | def direction_slice(self, direction, init_x):
    method evals_per_sample (line 165) | def evals_per_sample(self):
    method __repr__ (line 168) | def __repr__(self):

FILE: sampyl/starting.py
  function find_MAP (line 18) | def find_MAP(logp, start, grad_logp=None,

FILE: sampyl/state.py
  class State (line 19) | class State(collections.OrderedDict):
    method tovector (line 26) | def tovector(self):
    method fromvector (line 30) | def fromvector(self, vec):
    method freeze (line 42) | def freeze(self):
    method init_fromvector (line 47) | def init_fromvector(vec, state):
    method fromfunc (line 58) | def fromfunc(func):
    method size (line 63) | def size(self):
    method __add__ (line 66) | def __add__(self, other):
    method __sub__ (line 74) | def __sub__(self, other):
    method __mul__ (line 82) | def __mul__(self, other):
    method __truediv__ (line 88) | def __truediv__(self, other):
    method __radd__ (line 94) | def __radd__(self, other):
    method __rmul__ (line 101) | def __rmul__(self, other):
    method __rsub__ (line 108) | def __rsub__(self, other):
    method __rtruediv__ (line 116) | def __rtruediv__(self, other):
  function handle_number (line 123) | def handle_number(state, other, operator):
  function handle_iterable (line 133) | def handle_iterable(state, other, operator):
  function special_math_func (line 156) | def special_math_func(state, other, operator):
  function func_var_names (line 167) | def func_var_names(func):

FILE: sampyl/stats.py
  function hpd (line 6) | def hpd(trace):
  function percentile (line 9) | def percentile(trace):
  function autocorrrelation (line 12) | def autocorrrelation(trace):

FILE: sampyl/tests/logps.py
  function normal_1D_logp (line 10) | def normal_1D_logp(x):
  function normal_1D_grad_logp (line 15) | def normal_1D_grad_logp(x=0.):
  function normal_logp (line 22) | def normal_logp(mu, sig):
  function poisson_logp (line 32) | def poisson_logp(lam1, lam2):
  function poisson_with_grad (line 47) | def poisson_with_grad(lam1, lam2):
  function linear_model_logp (line 56) | def linear_model_logp(b, sig):

FILE: sampyl/tests/test_samplers.py
  function test_logp_with_grad (line 13) | def test_logp_with_grad():
  function test_parallel_lin_model (line 21) | def test_parallel_lin_model():
  function test_parallel_2D (line 35) | def test_parallel_2D():
  function test_sample_chain (line 48) | def test_sample_chain():
  function test_conditional_chain (line 58) | def test_conditional_chain():
  function test_conditional (line 72) | def test_conditional():
  function test_metropolis_linear_model (line 80) | def test_metropolis_linear_model():
  function test_hamiltonian_linear_model (line 88) | def test_hamiltonian_linear_model():
  function test_nuts_linear_model (line 96) | def test_nuts_linear_model():
  function test_metropolis (line 104) | def test_metropolis():
  function test_hmc_autograd (line 112) | def test_hmc_autograd():
  function test_hmc_pass_grad_logp (line 124) | def test_hmc_pass_grad_logp():
  function test_NUTS_autograd (line 132) | def test_NUTS_autograd():
  function test_NUTS_pass_grad_logp (line 144) | def test_NUTS_pass_grad_logp():
  function test_sampler_num_logp (line 152) | def test_sampler_num_logp():
  function test_sampler_no_args_logp (line 159) | def test_sampler_no_args_logp():
  function test_metropolis_two_vars (line 167) | def test_metropolis_two_vars():
  function test_metropolis_two_vars_start (line 175) | def test_metropolis_two_vars_start():
  function test_slice (line 182) | def test_slice():
  function test_slice_two_vars (line 189) | def test_slice_two_vars():

FILE: sampyl/tests/test_starting.py
  function test_1d_MAP (line 7) | def test_1d_MAP():

FILE: sampyl/tests/test_state.py
  function test_add_states (line 10) | def test_add_states():
  function test_add_list (line 17) | def test_add_list():
  function test_add_multi_array (line 23) | def test_add_multi_array():
  function test_add_single_array (line 28) | def test_add_single_array():
  function test_add_int (line 34) | def test_add_int():
  function test_add_float (line 39) | def test_add_float():
  function test_radd_int (line 44) | def test_radd_int():
  function test_radd_float (line 49) | def test_radd_float():
  function test_mul_int (line 54) | def test_mul_int():
  function test_mul_float (line 59) | def test_mul_float():
  function test_rmul_int (line 64) | def test_rmul_int():
  function test_rmul_float (line 69) | def test_rmul_float():