lucidfrontier45

import jax
import jax.random as jrand
import flax.linen as nn
import numpyro.distributions as dist

def autoprior(model: nn.Module, model_args, scale=1.0, prefix: str="param"):
    key = jrand.PRNGKey(0)
    init_params = model.init(key, *model_args)
    flatten_params, tree_def = jax.tree.flatten(init_params)
    shapes = [x.shape for x in flatten_params]

lucidfrontier45

# Campbell (Windows 10 default)

# Default colors
[colors.primary]
background = '#0c0c0c'
foreground = '#cccccc'

# Normal colors
[colors.normal]
black      = '#0c0c0c'

lucidfrontier45

import torch
import torch.nn.functional as F
from torch.nn import Linear, Module


class MyModel(Module):
    def __init__(self):
        super().__init__()
        self.linear11 = Linear(3, 8)
        self.linear12 = Linear(5, 8)

lucidfrontier45

node1:
    image: hauptmedia/mariadb:10.1
    hostname: node1
    ports:
      - 13306:3306
    environment:
      - MYSQL_ROOT_PASSWORD=test
      - REPLICATION_PASSWORD=test
      - MYSQL_DATABASE=maria
      - MYSQL_USER=maria

lucidfrontier45

#include <chrono>
#include <iostream>
#include <random>

double dot(const std::vector<double> &x, const std::vector<double> &y)
{
    auto n = x.size();
    double s = 0.0;
    for (size_t i = 0; i < n; i++)
    {

lucidfrontier45

plugins {
    id 'java'
    id "jacoco"
    id "com.diffplug.spotless" version "6.7.2"
}

repositories {
    // Use Maven Central for resolving dependencies.
    mavenCentral()
}

lucidfrontier45

all: check

format:
	black .
	isort .

lint: format
	flake8 --exit-zero .
	mypy --show-column-numbers .

lucidfrontier45

BasedOnStyle: Webkit
AlignOperands: true
AlignAfterOpenBracket: Align
AllowShortIfStatementsOnASingleLine: true
AllowShortLoopsOnASingleLine: false
AllowShortFunctionsOnASingleLine: Empty
ConstructorInitializerAllOnOneLineOrOnePerLine: false
BreakConstructorInitializers: BeforeColon
AlwaysBreakTemplateDeclarations: true
ColumnLimit: 88

lucidfrontier45

alias hls='hdfs dfs -ls'
alias hlsr='hdfs dfs -lsr'
alias hdu='hdfs dfs -du'
alias hdus='hdfs dfs -dus'
alias hcount='hdfs dfs -count'
alias hmv='hdfs dfs -mv'
alias hcp='hdfs dfs -cp'
alias hrm='hdfs dfs -rm'
alias hrmr='hdfs dfs -rmr'
alias hexpunge='hdfs dfs -expunge'

lucidfrontier45

#include <iostream>

struct MyVector {

    size_t current_size = 0;
    size_t capacity = 0;
    double* data = nullptr;

    MyVector() : capacity { 10 }, current_size { 0 }
    {