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# Project Policy | |
This policy provides a single, authoritative, and machine-readable source of truth for AI coding agents and humans, ensuring that all work is governed by clear, unambiguous rules and workflows. It aims to eliminate ambiguity, reduce supervision needs, and facilitate automation while maintaining accountability and compliance with best practices. | |
# 1. Introduction | |
> Rationale: Sets the context, actors, and compliance requirements for the policy, ensuring all participants understand their roles and responsibilities. | |
## 1.1 Actors |
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#!/bin/bash | |
# Production Docker Host Hardening Script v2 | |
# For Ubuntu Server 24.04 LTS (Noble) | |
# Suitable for both Kamal deployment and builder hosts | |
set -euo pipefail | |
IFS=$'\n\t' | |
# --- Constants --- |
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import tensorflow as tf | |
from copy import deepcopy | |
import tensorflow.keras.backend as K | |
from tensorflow.keras.optimizers import Adam | |
from tensorflow.keras.models import Model, clone_model | |
from tensorflow.keras.layers import Input, Dropout, Dense, ReLU, BatchNormalization, Activation, Concatenate | |
class DynamicNet(object): | |
def __init__(self, c0 = None, lr = None, concat_input=False, additive_boosting=False, encoder_layers=None): |
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from IPython.core.display import display, HTML | |
display(HTML("<style>.container { width:95% !important; }</style>")) | |
display(HTML("<style>.output_result { max-width:90% !important; }</style>")) | |
import numpy as np | |
np.set_printoptions(precision=3) | |
np.set_printoptions(linewidth=170) | |
np.set_printoptions(suppress=True) | |
np.random.seed(42) |
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#! /usr/bin/env ruby | |
# NOTE: Requires Ruby 2.1 or greater. | |
# This script can be used to parse and dump the information from | |
# the 'html/contact_info.htm' file in a Facebook user data ZIP download. | |
# | |
# It prints all cell phone call + SMS message + MMS records, plus a summary of each. | |
# | |
# It also dumps all of the records into CSV files inside a 'CSV' folder, that is created |
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#!/usr/bin/env ruby | |
require "bundler/setup" | |
require "shoryuken/cli" | |
environment_path = File.expand_path("config/environment.rb") | |
require environment_path if File.exist?(environment_path) | |
Rails.application.eager_load! if defined?(Rails) |
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# | |
# Usage: | |
# * rake db:fixtures:dump to dump all models. | |
# * rake db:fixtures:dump MODELS="user billing_account" to dump only User and BillingAccount models. | |
# | |
namespace :db do | |
namespace :fixtures do | |
def all_models |
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module ActiveRecord | |
class SchemaDumper | |
def dump(stream) | |
header(stream) | |
extensions(stream) | |
enums(stream) | |
tables(stream) | |
trailer(stream) | |
stream | |
end |
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{ | |
"env": { | |
"browser": true, | |
"node": true, | |
"es6": true | |
}, | |
"plugins": ["react"], | |
"ecmaFeatures": { |
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#!/bin/zsh | |
# | |
# Highlight a given file and copy it as RTF. | |
# | |
# Simon Olofsson <[email protected]> | |
# | |
set -o errexit | |
set -o nounset |
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