Lecture 1: Introduction to Research — [📝Lecture Notebooks] [
Lecture 2: Introduction to Python — [📝Lecture Notebooks] [
Lecture 3: Introduction to NumPy — [📝Lecture Notebooks] [
Lecture 4: Introduction to pandas — [📝Lecture Notebooks] [
Lecture 5: Plotting Data — [📝Lecture Notebooks] [[
license: gpl-3.0 |
license: gpl-3.0 |
""" 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 |
{ | |
"objects": [ | |
{ | |
"directoryPath": "#{myS3OutputLoc}/", | |
"name": "S3OutputLocation", | |
"id": "S3OutputLocation", | |
"type": "S3DataNode" | |
}, | |
{ | |
"period": "1 day", |
This is part of a series of examples that describe the basic operation of the D3.js force layout. Eventually they may end up in a blog post that wraps everything together.
The first example creates the simplest possible graph using a force layout. The comments in the code walk through the steps in creating a force directed graph.
Things start to get more interesting in the next example.
ZIP,LAT,LNG | |
00601,18.180555, -66.749961 | |
00602,18.361945, -67.175597 | |
00603,18.455183, -67.119887 | |
00606,18.158345, -66.932911 | |
00610,18.295366, -67.125135 | |
00612,18.402253, -66.711397 | |
00616,18.420412, -66.671979 | |
00617,18.445147, -66.559696 | |
00622,17.991245, -67.153993 |
MIT License
Copyright (c) [year] [fullname]
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
license: mit |
Country | CountryCode | Currency | Code | |
---|---|---|---|---|
New Zealand | NZ | New Zealand Dollars | NZD | |
Cook Islands | CK | New Zealand Dollars | NZD | |
Niue | NU | New Zealand Dollars | NZD | |
Pitcairn | PN | New Zealand Dollars | NZD | |
Tokelau | TK | New Zealand Dollars | NZD | |
Australian | AU | Australian Dollars | AUD | |
Christmas Island | CX | Australian Dollars | AUD | |
Cocos (Keeling) Islands | CC | Australian Dollars | AUD | |
Heard and Mc Donald Islands | HM | Australian Dollars | AUD |