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global DATA; | |
DATA = []; | |
for (var message in getMessages()) { // à cette ligne : Interruption IA : Erreur d'execution : Trop d'opérations éxécutées pour ce tour | |
var author = getMessageAuthor(message); | |
if (getFarmerID(author) !== getFarmerID()) continue; | |
if (getMessageType(message) !== MESSAGE_CUSTOM) continue; | |
var content = getMessageParams(message); | |
if (typeOf(content) !== TYPE_ARRAY or count(content) !== 2) continue; | |
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extern crate lettre; | |
extern crate env_logger; | |
use lettre::email::EmailBuilder; | |
use lettre::transport::smtp::SmtpTransportBuilder; | |
use lettre::transport::EmailTransport; | |
use std::error::Error; | |
fn main() { |
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import torch | |
def compute_kernel(f, xtr): | |
''' | |
:param f: neural network with scalar output | |
:param xtr: images trainset [P, ...] | |
''' | |
ktrtr, _, _ = compute_kernels(f, xtr, xtr[:1]) | |
return ktrtr |
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import numpy as np | |
import functools | |
def einsum(operand, *tensors): | |
op_in, op_out = operand.split('->') | |
op_in = op_in.split(',') | |
assert all(len(op) == x.ndim for op, x in zip(op_in, tensors)) | |
op_out = list(op_out) |
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# from sympy.functions.special.spherical_harmonics import Znm | |
# yl(x, y, z) = -(-1)**l * (-(-1)**m if m >=0 else 1) sqrt(4 pi) * Znm(l, m, acos(z), atan2(y, x)) | |
# assuming x**2 + y**2 + z**2 = 1 | |
import jax | |
import jax.numpy as jnp | |
@jax.jit | |
def y0(x, y, z): | |
return jnp.stack([ |
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import inspect | |
class LINE: | |
def __repr__(self): | |
return str(inspect.stack()[1].lineno) | |
__line__ = LINE() | |
print(__line__) |
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