Speedy37

#!/bin/bash
# Launches socat+npiperelay to relay the gpg-agent socket file for use in WSL
# See https://justyn.io/blog/using-a-yubikey-for-gpg-in-windows-10-wsl-windows-subsystem-for-linux/ for details

GPGDIR="${HOME}/.gnupg"
USERNAME=Vincent
# I use the same username for wsl and windows, but feel free to modify the paths below if that isn't the case
WIN_GPGDIR="C:/Users/${USERNAME}/AppData/Roaming/gnupg"
NPIPERELAY="${HOME}/npiperelay.exe"

nadvornix

Intuitive intros:
https://www.lesswrong.com/posts/Kyc5dFDzBg4WccrbK/an-intuitive-explanation-of-solomonoff-induction
https://arbital.com/p/solomonoff_induction/?l=1hh
https://arxiv.org/abs/1105.5721
http://www.hutter1.net/aixijs/index.html

Technical intro:
AIXI + Solomonoff:
Section 2: Solomonoff + AIXI.
http://www.vetta.org/documents/Machine_Super_Intelligence.pdf

karpathy

""" Trains an agent with (stochastic) Policy Gradients on Pong. Uses OpenAI Gym. """
import numpy as np
import cPickle as pickle
import gym

# hyperparameters
H = 200 # number of hidden layer neurons
batch_size = 10 # every how many episodes to do a param update?
learning_rate = 1e-4
gamma = 0.99 # discount factor for reward

danijar

# Working example for my blog post at:
# https://danijar.github.io/structuring-your-tensorflow-models
import functools
import tensorflow as tf
from tensorflow.examples.tutorials.mnist import input_data


def doublewrap(function):
    """
    A decorator decorator, allowing to use the decorator to be used without