aussetg

# -*- coding: utf-8 -*-
import scrapy
import datetime
import json
from TwitterScraper.items import Tweet
from urllib.parse import quote
from bs4 import BeautifulSoup
from scrapy.http import HtmlResponse
from dateutil.parser import parse

aussetg

This is an OpenPGP proof that connects my OpenPGP key to this Github account. For details check out https://keyoxide.org/guides/openpgp-proofs

[Verifying my OpenPGP key: openpgp4fpr:82E707B0D7283273CB9D53969596671D5E50863D]

aussetg

\documentclass{minimal} % Default font size and paper size
\usepackage{fontspec} % For loading fonts

\setmainfont[RawFeature={-calt}, Renderer=Harfbuzz]{PragmataPro Liga}[
  UprightFont={*Regular},
  ItalicFont={*Italic},
  BoldFont={*Bold},
  BoldItalicFont={*Bold Italic},
]

aussetg

using DiffEqFlux
using Zygote

nn = FastChain((x,p) -> p)
p = rand(2, 2)
x = rand(1, 100)

function f(p)
    gz, back = Zygote.pullback(z -> nn(z, p), x)
    back(gz)[1]

aussetg

julia> CuArrays.zeros(128, 32) |> nn
┌ Warning: calls to Base intrinsics might be GPU incompatible
│   exception =
│    You called exp(x::T) where T<:Union{Float32, Float64} in Base.Math at special/exp.jl:75, maybe you intended to call exp(x::Float32) in CUDAnative at /home/guillaume/.julia/packages/CUDAnative/hfulr/src/device/cuda/math.jl:101 instead?
│    Stacktrace:
│     [1] exp at special/exp.jl:75
│     [2] mish at /home/guillaume/.julia/packages/NNlib/FAI3o/src/activation.jl:206
│     [3] #25 at /home/guillaume/.julia/packages/GPUArrays/1wgPO/src/broadcast.jl:49
└ @ CUDAnative ~/.julia/packages/CUDAnative/hfulr/src/compiler/irgen.jl:111
┌ Warning: calls to Base intrinsics might be GPU incompatible

aussetg

#!/usr/bin/env python3

import collections
import copy
import datetime
import functools
import itertools
import json
import lzma
import gzip

aussetg

g <- function(Z) {
    prix <- apply(grid,2,cumsum)
    prix <- grid
    for (i in 1:n) {
        prix[i,] <- S0*exp(sigma*prix[i,]+(r-sigma^2/2)*i/n*Time)
    }
    prix <- colMeans(prix) - K
    prix[prix<0] <- 0
    return(prix)
}

aussetg

#include <Rcpp.h>
using namespace Rcpp;

// [[Rcpp::export]]
NumericVector g(NumericMatrix x) {
    double sigma = 0.25;
    double S0 = 1;
    double Time = 1;
    double r = 0;
    double K = 1;

aussetg

f <- function(s) {
  exp_barre <- mean(exp(-vector_clean/s))
  x_barre <- mean(vector_clean)
  
  resul = 1 + log(1/exp_barre) - x_barre/s + 1/exp_barre*mean(exp(-vector_clean/s)*(vector_clean/s-log(1/exp_barre)))
  return(resul)
}

uniroot(f,interval=c(10^3, 10^4))

aussetg

\documentclass{article}\usepackage{graphicx, color}
%% maxwidth is the original width if it is less than linewidth
%% otherwise use linewidth (to make sure the graphics do not exceed the margin)
\makeatletter
\def\maxwidth{ %
  \ifdim\Gin@nat@width>\linewidth
    \linewidth
  \else
    \Gin@nat@width
  \fi