CodaFi

Motivation

Swift’s type system supports a number of different ways of taking a function or type and abstracting it. Usually, this is done by adding a generic parameter and an associated set of constraints. Similarly, a function that takes a particular type of argument can be abstracted to any number of those arguments by making it variadic with triple-dot (...) syntax. Today, both of these features are permitted separately: you can define a generic function that takes a variable number of arguments, such as

func debugPrint<T>(_ items: T...) 
  where T: CustomDebugStringConvertible
{   
  for (item: T) in items {
    stdout.write(item.debugDescription)

keith

• Compiler flag: -enforce-exclusivity=<value>
• Build setting: SWIFT_ENFORCE_EXCLUSIVE_ACCESS

Xcode 10.1 & Swift 4.2

• Compiler default for non optimized builds if you pass no argument is the same as if you passed checked
• Compiler default for optimized builds if you pass no argument is the same as if you passed unchecked

Configuration	Compiler Flag Value	Build Setting Description	Build Setting Value	Notes

gottesmm

// # Why +0 is a better default than +1 for "normal function arguments".
//
// My intention here is to show why +0 is better default in a resilient
// word. Keep in mind that inside individual modules and with inlinable
// declarations, the optimizer can change conventions at will so from a defaults
// perspective, these are not interesting. The interesting case is calling
// non-inlinable functions in other modules.
//
// Consider a situation where I have a class Klass and a function foo that calls
// a function bar in a different module.

DougGregor

import Darwin

@dynamicMemberLookup
struct Environment {
  subscript(dynamicMember name: String) -> String? {
    get {
      guard let value = getenv(name) else { return nil }

      return String(validatingUTF8: value)
    }

rxwei

/// A type equality guarantee is capable of safely casting one value to a
/// different type. It can only be created when `S` and `T` are statically known
/// to be equal.
struct TypeEqualityGuarantee<S, T> {
  private init() {}

  /// Safely cast a value to the other type.
  func cast(_ value: T) -> S {
    return value as! S
  }

spitis

"""adapted from https://github.com/OlavHN/bnlstm to store separate population statistics per state"""
import tensorflow as tf, numpy as np
RNNCell = tf.nn.rnn_cell.RNNCell

class BNLSTMCell(RNNCell):
    '''Batch normalized LSTM as described in arxiv.org/abs/1603.09025'''
    def __init__(self, num_units, is_training_tensor, max_bn_steps, initial_scale=0.1, activation=tf.tanh, decay=0.95):
        """
        * max bn steps is the maximum number of steps for which to store separate population stats
        """

karpathy

"""
Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy)
BSD License
"""
import numpy as np

# data I/O
data = open('input.txt', 'r').read() # should be simple plain text file
chars = list(set(data))
data_size, vocab_size = len(data), len(chars)