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@swalkinshaw
swalkinshaw / tutorial.md
Last active November 13, 2023 08:40
Designing a GraphQL API
@offchan42
offchan42 / Machine Learning Curriculum.md
Last active March 2, 2024 00:02
Machine learning resources and related artificial intelligence concepts.
@karpathy
karpathy / pg-pong.py
Created May 30, 2016 22:50
Training a Neural Network ATARI Pong agent with Policy Gradients from raw pixels
""" 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
@osipov
osipov / gist:c2a34884a647c29765ed
Created July 21, 2014 19:12
Install Scala and SBT using apt-get on Ubuntu 14.04 or any Debian derivative using apt-get
sudo apt-get remove scala-library scala
sudo wget www.scala-lang.org/files/archive/scala-2.10.4.deb
sudo dpkg -i scala-2.10.4.deb
sudo apt-get update
sudo apt-get install scala
wget http://scalasbt.artifactoryonline.com/scalasbt/sbt-native-packages/org/scala-sbt/sbt/0.12.4/sbt.deb
sudo dpkg -i sbt.deb
sudo apt-get update
sudo apt-get install sbt
@macieksk
macieksk / google_drive_util.py
Created July 2, 2014 12:26
A simple Python module to upload files to Google Drive file upload. Needs a file 'client_secrets.json' in the directory . The file can be obtained from https://console.developers.google.com/ -- under APIs&Auth/Credentials/Create Client ID for native application
## Simple Python module to upload files to Google Drive
# Needs a file 'client_secrets.json' in the directory
# The file can be obtained from https://console.developers.google.com/
# under APIs&Auth/Credentials/Create Client ID for native application
# To test usage:
# import google_drive_util
# google_drive_util.login()
# google_drive_util.test()
@MohamedAlaa
MohamedAlaa / tmux-cheatsheet.markdown
Last active May 3, 2024 19:09
tmux shortcuts & cheatsheet

tmux shortcuts & cheatsheet

start new:

tmux

start new with session name:

tmux new -s myname
@andreyvit
andreyvit / tmux.md
Created June 13, 2012 03:41
tmux cheatsheet

tmux cheat sheet

(C-x means ctrl+x, M-x means alt+x)

Prefix key

The default prefix is C-b. If you (or your muscle memory) prefer C-a, you need to add this to ~/.tmux.conf:

remap prefix to Control + a