| """ | |
| Deep Deterministic Policy Gradients (DDPG) | |
| https://arxiv.org/pdf/1509.02971.pdf | |
| TODO: Batch Normalization Bug | |
| """ | |
| import argparse | |
| import random | |
| import numpy as np | |
| import gym |
| import numpy as np | |
| import theano | |
| import theano.tensor as T | |
| from theano import ifelse | |
| from .. import init | |
| from .. import nonlinearities | |
| from .base import Layer | |
| class PerClassSampler(Transformer): | |
| def __init__(self, data_stream, class_per_batch, sample_per_class, **kwargs): | |
| super(PerClassSampler, self).__init__(data_stream=data_stream, produces_examples=False, **kwargs) | |
| self.class_per_batch = class_per_batch | |
| self.sample_per_class = sample_per_class | |
| self.total_sample_per_target = self.__total_sample_per_target__(data_stream) | |
| def get_data(self, request=None): |
| var d3 = require('d3'); | |
| require('d3-multiaxis-zoom')(d3); | |
| var inherits = require('inherits'); | |
| var utils = require('lightning-client-utils'); | |
| var _ = require('lodash'); | |
| var colorbrewer = require('colorbrewer'); | |
| var TooltipPlugin = require('d3-tip'); | |
| TooltipPlugin(d3); | |
| object CartesianTest { | |
| case class DataFormat(id: Long, view: String, value: Array[Double]) | |
| def randomSplit( | |
| input: RDD[DataFormat], | |
| numFolds: Int, | |
| trainingFraction: Double, | |
| query: String, | |
| target: String, |
| import play.api.mvc._ | |
| trait CorsSupport { self: Controller => | |
| def CorsAction(cb: => Result): Action[AnyContent] = | |
| Action(cb.withHeaders(actionCorsHeaders: _*)) | |
| def CorsAction(cb: Request[AnyContent] => Result): Action[AnyContent] = | |
| Action { request => | |
| cb(request).withHeaders(actionCorsHeaders: _*) |
| package json | |
| import reactivemongo.bson._ | |
| import reactivemongo.bson.handlers.DefaultBSONHandlers._ | |
| import play.api.libs.json._ | |
| import play.api.libs.json.Json._ | |
| import play.api.libs.json.util._ | |
| import play.api.libs.json.Writes._ | |
| import play.api.libs.functional.syntax._ |
| # First attempting to use Capybara directly, you will ran into issues when trying to set HTTP header. | |
| # Using Basic HTTP Authentication requires that we needed to set the header. | |
| # Also we need to set the Content-Type and Accept headers to ensure that Rails handles the input and output correctly. | |
| # When using Rack, Capybara delegates request and response handling down to Rack::Test. | |
| # So I used Rack::Test directly in my step definitions, and it works. | |
| # Rack::Test has a module called Rack::Test::Methods that can be mixed into a class to provide it | |
| # with methods for get, post, put, delete as well as last_request, last_response, header and more. | |
| # I mixed Rack::Test::Methods into the Cucumber world at the top of our API steps file like so: | |
| ############################## |
| # | |
| # blob : Object from MongoDB | |
| # | |
| # blob.body: Buffer | |
| # blob.size: length of buffer, substitute for blob.body.length | |
| # blob.type: MIME (Eg. audio/x-wav) | |
| # | |
| # req : Object from http | |
| # res : Object from http | |
| # _ : Object from underscore |
The project is designed for the Linux operating system.
It may work on FreeBSD and Mac OS, but we don't test our application for these systems and can't guarantee stability and full functionality.
We officially support (recent versions of) these Linux distributions: