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<!doctype html> | ||
<html lang="en" data-theme="dark"> | ||
<head> | ||
<head> | ||
<meta charset="utf-8"> | ||
<meta name="viewport" content="width=device-width, initial-scale=1"> | ||
<link rel="stylesheet" href="https://unpkg.com/@picocss/pico@latest/css/pico.min.css"> | ||
<script src="https://cdn.tailwindcss.com"></script> | ||
<title>NBA Machine Learning Picks</title> | ||
<style> | ||
.green {color: green} | ||
.red {color: red} | ||
td {padding: 2px;} | ||
td.numbers { width: 40px; text-align: right;} | ||
table {margin-bottom: 6px;} | ||
th {text-align: center;} | ||
</style> | ||
</head> | ||
<body> | ||
<main class="container"> | ||
<h1>NBA Machine Learning Picks ({{today}})</h1> | ||
<table role="grid"> | ||
<thead> | ||
<th>Teams</th> | ||
<th>Fanduel</th> | ||
<th>Draftkings</th> | ||
<th>Betmgm</th> | ||
</thead> | ||
<tbody> | ||
<tr> | ||
{% for game_key in data.get('fanduel') %} | ||
{% set teams = game_key.split(':') %} | ||
<tr> | ||
<td width="180px;"> | ||
<table> | ||
<tbody> | ||
<tr> | ||
<td>{{ teams[0] }}</td> | ||
</tr> | ||
<tr> | ||
<td>{{ teams[1] }}</td> | ||
</tr> | ||
</tbody> | ||
</table> | ||
</td> | ||
{% for sportsbook in ['fanduel', 'draftkings', 'betmgm'] %} | ||
{% set sbgame = data.get(sportsbook)[game_key] %} | ||
{% if not sbgame or not sbgame.away_team or not sbgame.home_team %} | ||
<td class="{{sportsbook}}"></td> | ||
{% else %} | ||
{% if teams[0] == sbgame.away_team %} | ||
<td class="{{sportsbook}}"> | ||
<table> | ||
<tbody> | ||
<tr> | ||
<td class="numbers">{% if sbgame.away_team_odds|int > 0 %}+{%endif%}{{ sbgame.away_team_odds }}{% if sbgame.away_confidence %} <span class="ev-confidence">({{sbgame.away_confidence}}%)</span>{% endif %}</td> | ||
<td class="numbers"> | ||
<span class="ev-value">{{ sbgame.away_team_ev }}</span> | ||
</td> | ||
<td class="numbers">{% if sbgame.ou_pick == 'OVER' %}O{%else%}U{%endif%} {{ sbgame.ou_value }}</td> | ||
</tr> | ||
<tr> | ||
<td class="numbers">{% if sbgame.home_team_odds|int > 0 %}+{%endif%}{{ sbgame.home_team_odds }}{% if sbgame.home_confidence %} <span class="ev-confidence">({{sbgame.home_confidence}}%)</span>{% endif %}</td> | ||
<td class="numbers"> | ||
<span class="ev-value">{{ sbgame.home_team_ev }}</span> | ||
</td> | ||
<td class="numbers"><span class="ou-confidence">{{sbgame.ou_confidence}}%</span></td> | ||
</tr> | ||
</tbody> | ||
<script> | ||
tailwind.config = { | ||
theme: { | ||
extend: { | ||
colors: {} | ||
} | ||
} | ||
} | ||
</script> | ||
</head> | ||
<body class="bg-gray-900"> | ||
<main class="relative isolate"> | ||
<section class="mx-auto max-w-6xl px-4 sm:px-6 lg:px-8"> | ||
<h1 class="py-8 text-left text-4xl font-medium text-white">🏀 NBA AI Model Picks ({{ today }})</h1> | ||
|
||
<section class="mx-auto flex bg-white/5 px-6 md:px-8 py-6 ring-1 ring-white/10 sm:rounded-3xl lg:mx-0 lg:max-w-none lg:flex-row lg:items-center xl:gap-x-20"> | ||
<table role="grid" class="min-w-full divide-y divide-gray-700"> | ||
<thead> | ||
<tr> | ||
<th class="py-2.5 pl-4 pr-3 text-left text-base font-semibold text-white sm:pl-0">Teams</th> | ||
<th class="py-2.5 text-left text-base font-semibold text-white">Fanduel</th> | ||
<th class="py-2.5 text-left text-base font-semibold text-white">Draft Kings</th> | ||
<th class="py-2.5 text-left text-base font-semibold text-white">BetMGM</th> | ||
</tr> | ||
</thead> | ||
<tbody class="divide-y divide-gray-700"> | ||
<tr> | ||
{% for game_key in data.get('fanduel') %} | ||
{% set teams = game_key.split(':') %} | ||
<tr class="divide-x divide-gray-700"> | ||
<td class="py-1"> | ||
<table class="w-full"> | ||
<thead> | ||
<tr> | ||
<th scope="col" class="py-1 font-semibold text-gray-600 text-left text-base"> </th> | ||
</tr> | ||
</thead> | ||
<tbody> | ||
<tr> | ||
<td class="whitespace-nowrap py-1 pl-4 pr-3 text-base font-medium text-white sm:pl-0">{{ teams[0] }}</td> | ||
</tr> | ||
<tr> | ||
<td class="whitespace-nowrap py-1 pl-4 pr-3 text-base font-medium text-white sm:pl-0"><span class="text-gray-600">@</span> {{ teams[1] }}</td> | ||
</tr> | ||
</tbody> | ||
</table> | ||
</td> | ||
{% for sportsbook in ['fanduel', 'draftkings', 'betmgm'] %} | ||
{% set sbgame = data.get(sportsbook)[game_key] %} | ||
{% if not sbgame or not sbgame.away_team or not sbgame.home_team %} | ||
<td class="px-3 {{ sportsbook }}"></td> | ||
{% else %} | ||
{% if teams[0] == sbgame.away_team %} | ||
<td class="px-3 {{ sportsbook }}"> | ||
<table class="w-full"> | ||
<thead> | ||
<tr> | ||
<th scope="col" class="py-1 font-bold text-gray-500 text-left text-sm">ML</th> | ||
<th scope="col" class="py-1 font-bold text-gray-500 text-left text-sm">EV</th> | ||
<th scope="col" class="py-1 font-bold text-gray-500 text-left text-sm">O/U</th> | ||
</tr> | ||
</thead> | ||
<tbody> | ||
<tr class="relative isolate"> | ||
<td class="relative isolate whitespace-nowrap py-1 pl-4 pr-3 text-sm font-medium text-white sm:pl-0"> | ||
{% if sbgame.away_team_odds|int > 0 %}+{%endif%}{{ sbgame.away_team_odds }}{% if sbgame.away_confidence %} | ||
<span class="ev-confidence"> | ||
<span class="inline-flex mx-0.5 text-gray-600">•</span> | ||
<span class="ev-confidence-value">{{ sbgame.away_confidence }}%</span> | ||
</span> | ||
<div class="absolute top-0 inset-x-0 h-0.5 overflow-hidden rounded-full bg-white/10 w-[calc(100%-1rem)]"> | ||
<div class="h-full rounded-full bg-gradient-to-r from-indigo-500 via-blue-500 to-emerald-500" style="width: {{ sbgame.away_confidence }}%"></div> | ||
</div> | ||
{% endif %} | ||
</td> | ||
<td class="whitespace-nowrap py-1 pl-4 pr-3 text-sm font-medium text-white sm:pl-0"> | ||
<span class="ev-value">{{ sbgame.away_team_ev }}</span> | ||
</td> | ||
<td class="whitespace-nowrap py-1 pl-4 pr-3 text-sm font-medium text-white sm:pl-0">{% if sbgame.ou_pick == 'OVER' %}O{%else%}U{%endif%} | ||
{{ sbgame.ou_value }}</td> | ||
</tr> | ||
<tr class="relative isolate"> | ||
<td class="relative isolate whitespace-nowrap py-1 pl-4 pr-3 text-sm font-medium text-white sm:pl-0"> | ||
{% if sbgame.home_team_odds|int > 0 %}+{%endif%}{{ sbgame.home_team_odds }}{% if sbgame.home_confidence %} | ||
<span class="ev-confidence"> | ||
<span class="inline-flex mx-0.5 text-gray-600">•</span> | ||
<span class="ev-confidence-value">{{ sbgame.home_confidence }}%</span> | ||
</span> | ||
<div class="absolute bottom-0 inset-x-0 h-0.5 overflow-hidden rounded-full bg-white/10 w-[calc(100%-1rem)]"> | ||
<div class="h-full rounded-full bg-gradient-to-r from-indigo-500 via-blue-500 to-emerald-500" style="width: {{ sbgame.home_confidence }}%"></div> | ||
</div> | ||
{% endif %} | ||
</td> | ||
<td class="whitespace-nowrap py-1 pl-4 pr-3 text-sm font-medium text-white sm:pl-0"> | ||
<span class="ev-value">{{ sbgame.home_team_ev }}</span> | ||
</td> | ||
<td class="relative isolate whitespace-nowrap py-1 pl-4 pr-3 text-sm font-medium text-white sm:pl-0"> | ||
<span class="ou-confidence">{{ sbgame.ou_confidence }}%</span> | ||
<div class="absolute bottom-0 inset-x-0 h-0.5 overflow-hidden rounded-full bg-white/10"> | ||
<div class="h-full rounded-full bg-gradient-to-r from-indigo-500 via-blue-500 to-emerald-500" style="width: {{ sbgame.ou_confidence }}%"></div> | ||
</div> | ||
</td> | ||
</tr> | ||
</tbody> | ||
</table> | ||
</td> | ||
{% endif %} | ||
{% endif %} | ||
{% endfor %} | ||
</tr> | ||
{%endfor%} | ||
</tbody> | ||
</table> | ||
</td> | ||
{% endif %} | ||
{% endif %} | ||
{% endfor %} | ||
</tr> | ||
{%endfor%} | ||
</tbody> | ||
</table> | ||
</section> | ||
</section> | ||
|
||
<div class="absolute inset-x-0 -top-16 -z-10 flex transform-gpu justify-center overflow-hidden blur-3xl" aria-hidden="true"> | ||
<div class="aspect-[1318/752] w-[82.375rem] flex-none bg-gradient-to-r from-[#80caff] to-[#4f46e5] opacity-15" style="clip-path: polygon(73.6% 51.7%, 91.7% 11.8%, 100% 46.4%, 97.4% 82.2%, 92.5% 84.9%, 75.7% 64%, 55.3% 47.5%, 46.5% 49.4%, 45% 62.9%, 50.3% 87.2%, 21.3% 64.1%, 0.1% 100%, 5.4% 51.1%, 21.4% 63.9%, 58.9% 0.2%, 73.6% 51.7%)"></div> | ||
</div> | ||
<div class="absolute inset-x-0 -bottom-24 -z-10 flex transform-gpu justify-center overflow-hidden blur-3xl" aria-hidden="true"> | ||
<div class="aspect-[1318/752] w-[82.375rem] flex-none rotate-180 bg-gradient-to-r from-[#80caff] to-[#4f46e5] opacity-15" style="clip-path: polygon(73.6% 51.7%, 91.7% 11.8%, 100% 46.4%, 97.4% 82.2%, 92.5% 84.9%, 75.7% 64%, 55.3% 47.5%, 46.5% 49.4%, 45% 62.9%, 50.3% 87.2%, 21.3% 64.1%, 0.1% 100%, 5.4% 51.1%, 21.4% 63.9%, 58.9% 0.2%, 73.6% 51.7%)"></div> | ||
</div> | ||
</main> | ||
<script> | ||
function perc2color(perc,min,max) { | ||
function perc2color(perc, min, max) { | ||
var base = (max - min); | ||
if (base == 0) { perc = 100; } | ||
else { | ||
perc = (perc - min) / base * 100; | ||
if (base == 0) { | ||
perc = 100; | ||
} else { | ||
perc = (perc - min) / base * 100; | ||
} | ||
var r, g, b = 0; | ||
|
||
var colorClass = "rose-600"; | ||
|
||
if (perc < 50) { | ||
r = 255; | ||
g = Math.round(5.1 * perc); | ||
colorClass = "red-500"; | ||
} else if (perc >= 50 && perc <= 54){ | ||
colorClass = "red-500"; | ||
} else if (perc >= 55 && perc <= 59){ | ||
colorClass = "orange-500"; | ||
} else if (perc >= 60 && perc <= 64){ | ||
colorClass = "blue-500"; | ||
} else if (perc >= 65 && perc <= 69){ | ||
colorClass = "indigo-500"; | ||
} else if (perc >= 70 && perc <= 74){ | ||
colorClass = "teal-500"; | ||
} else if (perc >= 75 && perc <= 80){ | ||
colorClass = "emerald-500"; | ||
} else { | ||
colorClass = "green-500"; | ||
} | ||
else { | ||
g = 255; | ||
r = Math.round(510 - 5.10 * perc); | ||
return colorClass; | ||
} | ||
function parsePerc(perc){ | ||
return parseFloat(perc); | ||
} | ||
|
||
function evScale(val) { | ||
var colorClass = "rose-600"; | ||
if (val < -15) { | ||
colorClass = "red-500"; | ||
} else if (val <= 0){ | ||
colorClass = "orange-500"; | ||
} else if (val >= 0 && val <= 5){ | ||
colorClass = "emerald-500"; | ||
} else if (val >= 5.01){ | ||
colorClass = "green-500"; | ||
} | ||
var h = r * 0x10000 + g * 0x100 + b * 0x1; | ||
return '#' + ('000000' + h.toString(16)).slice(-6); | ||
return colorClass; | ||
} | ||
|
||
evs = document.getElementsByClassName("ev-value") | ||
evconfs = document.getElementsByClassName("ev-confidence-value") | ||
ous = document.getElementsByClassName("ou-confidence") | ||
for (var i = 0; i < evs.length; i++) { | ||
evs[i].classList.add('text-' + evScale(evs[i].textContent)) | ||
} | ||
for (var i = 0; i < evconfs.length; i++) { | ||
evconfs[i].classList.add('text-' + perc2color(parsePerc(evconfs[i].textContent), 0, 100)) | ||
} | ||
for (var i = 0; i < ous.length; i++) { | ||
ous[i].classList.add('text-' + perc2color(parsePerc(ous[i].textContent), 0, 100)) | ||
} | ||
evs = document.getElementsByClassName("ev-value") | ||
evconfs = document.getElementsByClassName("ev-confidence") | ||
ous = document.getElementsByClassName("ou-confidence") | ||
for (var i = 0; i < evs.length; i++) { | ||
evs[i].style.color = perc2color(parseFloat(evs[i].textContent.replace('(','').replace(')',''))+100,0,200) | ||
} | ||
for (var i = 0; i < evconfs.length; i++) { | ||
evconfs[i].style.color = perc2color(parseFloat(evconfs[i].textContent.replace('(','').replace(')','')),0,100) | ||
} | ||
for (var i = 0; i < ous.length; i++) { | ||
ous[i].style.color = perc2color(parseFloat(ous[i].textContent.replace('(','').replace(')','')),0,100) | ||
} | ||
</script> | ||
</body> | ||
</script> | ||
</body> | ||
</html> |