Jiancheng duducheng

## Local PR test and merge.md

      
              1 file
            
          
              31 forks
            
          
              11 comments
            
          
              164 stars
            
          
                adam-p
                / Local PR test and merge.md
            
            
              Last active
              February 5, 2024 19:39
            
              
                Testing a pull request, then merging locally; and avoiding TOCTOU
              
          
    It's not immediately obvious how to pull down the code for a PR and test it locally. But it's pretty easy. (This assumes you have a remote for the main repo named upstream.)
Getting the PR code


Make note of the PR number. For example, Rod's latest is PR #37: Psiphon-Labs/psiphon-tunnel-core#37


Fetch the PR's pseudo-branch (or bookmark or rev pointer whatever the word is), and give it a local branch name. Here we'll name it pr37:


$ git fetch upstream pull/37/head:pr37


## pg-pong.py
""" 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

## ec2-ftp-tutorial.md

      
              1 file
            
          
              11 forks
            
          
              8 comments
            
          
              33 stars
            
          
                tylermakin
                / ec2-ftp-tutorial.md
            
            
              Last active
              March 30, 2024 05:13
            
              
                Tutorial for configuring FTP access to an EC2 server
              
          
    AWS EC2 FTP Server Configuration

Launch an EC2 Instance

See Amazon tutorial: Getting Started with Amazon EC2 Linux Instances
Install LAMP Stack on Instance

See Amazon tutorial: Installing a LAMP Web Server on Amazon Linux
	""" 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