{
	"patcher" : 	{
		"fileversion" : 1,
		"appversion" : 		{
			"major" : 8,
			"minor" : 6,
			"revision" : 2,
			"architecture" : "x64",
			"modernui" : 1
		}
,
		"classnamespace" : "box",
		"rect" : [ 44.0, 125.0, 1036.0, 622.0 ],
		"bglocked" : 0,
		"openinpresentation" : 0,
		"default_fontsize" : 12.0,
		"default_fontface" : 0,
		"default_fontname" : "Arial",
		"gridonopen" : 1,
		"gridsize" : [ 15.0, 15.0 ],
		"gridsnaponopen" : 1,
		"objectsnaponopen" : 1,
		"statusbarvisible" : 2,
		"toolbarvisible" : 1,
		"lefttoolbarpinned" : 0,
		"toptoolbarpinned" : 0,
		"righttoolbarpinned" : 0,
		"bottomtoolbarpinned" : 0,
		"toolbars_unpinned_last_save" : 0,
		"tallnewobj" : 0,
		"boxanimatetime" : 200,
		"enablehscroll" : 1,
		"enablevscroll" : 1,
		"devicewidth" : 0.0,
		"description" : "",
		"digest" : "",
		"tags" : "",
		"style" : "",
		"subpatcher_template" : "",
		"assistshowspatchername" : 0,
		"boxes" : [ 			{
				"box" : 				{
					"id" : "obj-44",
					"maxclass" : "comment",
					"numinlets" : 1,
					"numoutlets" : 0,
					"patching_rect" : [ 858.0, 270.0, 150.0, 20.0 ],
					"text" : "dump all training points"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-42",
					"maxclass" : "message",
					"numinlets" : 2,
					"numoutlets" : 1,
					"outlettype" : [ "" ],
					"patching_rect" : [ 858.0, 296.0, 69.0, 22.0 ],
					"text" : "dump_data"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-39",
					"linecount" : 3,
					"maxclass" : "comment",
					"numinlets" : 1,
					"numoutlets" : 0,
					"patching_rect" : [ 854.0, 175.0, 150.0, 48.0 ],
					"text" : "clear all cached training data points (does not clear the weights)"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-35",
					"maxclass" : "message",
					"numinlets" : 2,
					"numoutlets" : 1,
					"outlettype" : [ "" ],
					"patching_rect" : [ 858.0, 232.0, 65.0, 22.0 ],
					"text" : "clear_data"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-40",
					"linecount" : 2,
					"maxclass" : "message",
					"numinlets" : 2,
					"numoutlets" : 1,
					"outlettype" : [ "" ],
					"patching_rect" : [ 199.0, 355.0, 50.0, 36.0 ],
					"text" : "1 1 1 2 3"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-38",
					"maxclass" : "newobj",
					"numinlets" : 3,
					"numoutlets" : 3,
					"outlettype" : [ "", "", "" ],
					"patching_rect" : [ 230.0, 325.0, 98.0, 22.0 ],
					"text" : "route list weights"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-37",
					"linecount" : 4,
					"maxclass" : "comment",
					"numinlets" : 1,
					"numoutlets" : 0,
					"patching_rect" : [ 510.0, 97.0, 150.0, 62.0 ],
					"text" : "Send a dictionary with weights and architecture prepended by \"set_weights\" to load"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-2",
					"maxclass" : "newobj",
					"numinlets" : 1,
					"numoutlets" : 1,
					"outlettype" : [ "" ],
					"patching_rect" : [ 482.0, 192.0, 119.0, 22.0 ],
					"text" : "prepend set_weights"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-31",
					"maxclass" : "button",
					"numinlets" : 1,
					"numoutlets" : 1,
					"outlettype" : [ "bang" ],
					"parameter_enable" : 0,
					"patching_rect" : [ 482.0, 130.0, 24.0, 24.0 ]
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-27",
					"linecount" : 3,
					"maxclass" : "comment",
					"numinlets" : 1,
					"numoutlets" : 0,
					"patching_rect" : [ 676.0, 172.0, 150.0, 48.0 ],
					"text" : "output a dictionary containing model architecture and weights"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-7",
					"maxclass" : "dict.view",
					"numinlets" : 1,
					"numoutlets" : 0,
					"patching_rect" : [ 305.0, 382.0, 220.0, 214.0 ]
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-21",
					"maxclass" : "message",
					"numinlets" : 2,
					"numoutlets" : 1,
					"outlettype" : [ "" ],
					"patching_rect" : [ 676.0, 225.0, 86.0, 22.0 ],
					"text" : "dump_weights"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-12",
					"maxclass" : "newobj",
					"numinlets" : 2,
					"numoutlets" : 5,
					"outlettype" : [ "dictionary", "", "", "", "" ],
					"patching_rect" : [ 305.0, 355.0, 61.0, 22.0 ],
					"saved_object_attributes" : 					{
						"embed" : 0,
						"legacy" : 0,
						"parameter_enable" : 0,
						"parameter_mappable" : 0
					}
,
					"text" : "dict"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-11",
					"maxclass" : "message",
					"numinlets" : 2,
					"numoutlets" : 1,
					"outlettype" : [ "" ],
					"patching_rect" : [ 9.0, 185.0, 94.0, 22.0 ],
					"text" : "script start 2 3 4"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-8",
					"linecount" : 2,
					"maxclass" : "comment",
					"numinlets" : 1,
					"numoutlets" : 0,
					"patching_rect" : [ 7.0, 134.0, 150.0, 34.0 ],
					"text" : "0.5. Restart the main script"
				}

			}
, 			{
				"box" : 				{
					"data" : 					{
						"weights" : [ 							{
								"data" : 								{
									"0" : -0.044006392359734,
									"1" : 0.037017118185759,
									"2" : -0.603930592536926,
									"3" : 0.060808453708887,
									"4" : 0.180193305015564,
									"5" : 0.282816737890244,
									"6" : 0.363093823194504,
									"7" : 0.173229858279228
								}
,
								"shape" : [ 2, 4 ]
							}
, 							{
								"data" : 								{
									"0" : 0,
									"1" : 0,
									"2" : 0,
									"3" : 0
								}
,
								"shape" : [ 4 ]
							}
, 							{
								"data" : 								{
									"0" : 0.224349781870842,
									"1" : 0.860164880752563,
									"2" : -0.442636489868164,
									"3" : -0.214278265833855,
									"4" : 0.491469591856003,
									"5" : -0.450522541999817,
									"6" : 0.438913941383362,
									"7" : -0.085629880428314,
									"8" : 0.372829973697662,
									"9" : -0.778826951980591,
									"10" : 0.724699020385742,
									"11" : 0.034776996821165
								}
,
								"shape" : [ 4, 3 ]
							}
, 							{
								"data" : 								{
									"0" : 0,
									"1" : 0,
									"2" : 0
								}
,
								"shape" : [ 3 ]
							}
 ],
						"model" : 						{
							"class_name" : "Sequential",
							"config" : 							{
								"name" : "sequential_1",
								"layers" : [ 									{
										"class_name" : "Dense",
										"config" : 										{
											"units" : 4,
											"activation" : "relu",
											"use_bias" : 1,
											"kernel_initializer" : 											{
												"class_name" : "VarianceScaling",
												"config" : 												{
													"scale" : 1,
													"mode" : "fan_avg",
													"distribution" : "normal",
													"seed" : null
												}

											}
,
											"bias_initializer" : 											{
												"class_name" : "Zeros",
												"config" : 												{

												}

											}
,
											"kernel_regularizer" : null,
											"bias_regularizer" : null,
											"activity_regularizer" : null,
											"kernel_constraint" : null,
											"bias_constraint" : null,
											"name" : "dense_Dense1",
											"trainable" : 1,
											"batch_input_shape" : [ null, 2 ],
											"dtype" : "float32"
										}

									}
, 									{
										"class_name" : "Dense",
										"config" : 										{
											"units" : 3,
											"activation" : "linear",
											"use_bias" : 1,
											"kernel_initializer" : 											{
												"class_name" : "VarianceScaling",
												"config" : 												{
													"scale" : 1,
													"mode" : "fan_avg",
													"distribution" : "normal",
													"seed" : null
												}

											}
,
											"bias_initializer" : 											{
												"class_name" : "Zeros",
												"config" : 												{

												}

											}
,
											"kernel_regularizer" : null,
											"bias_regularizer" : null,
											"activity_regularizer" : null,
											"kernel_constraint" : null,
											"bias_constraint" : null,
											"name" : "dense_Dense2",
											"trainable" : 1
										}

									}
 ]
							}
,
							"keras_version" : "tfjs-layers 4.20.0",
							"backend" : "tensor_flow.js"
						}

					}
,
					"id" : "obj-33",
					"maxclass" : "newobj",
					"numinlets" : 2,
					"numoutlets" : 5,
					"outlettype" : [ "dictionary", "", "", "", "" ],
					"patching_rect" : [ 482.0, 161.0, 129.0, 22.0 ],
					"saved_object_attributes" : 					{
						"embed" : 1,
						"legacy" : 0,
						"parameter_enable" : 0,
						"parameter_mappable" : 0
					}
,
					"text" : "dict myDict @embed 1"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-32",
					"maxclass" : "comment",
					"numinlets" : 1,
					"numoutlets" : 0,
					"patching_rect" : [ 7.0, 18.0, 122.0, 20.0 ],
					"text" : "0. Install tf package"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-30",
					"linecount" : 4,
					"maxclass" : "comment",
					"numinlets" : 1,
					"numoutlets" : 0,
					"patching_rect" : [ 491.0, 238.0, 150.0, 62.0 ],
					"text" : "args are input shape, output shape, and size of the single hidden layer.  Always Relu activation."
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-28",
					"linecount" : 2,
					"maxclass" : "comment",
					"numinlets" : 1,
					"numoutlets" : 0,
					"patching_rect" : [ 339.0, 44.0, 152.0, 34.0 ],
					"text" : "Uses basic SGD optimizer with 0.01 learning rate"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-26",
					"maxclass" : "comment",
					"numinlets" : 1,
					"numoutlets" : 0,
					"patching_rect" : [ 547.0, 18.0, 150.0, 20.0 ],
					"text" : "3. Run the trained model"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-24",
					"maxclass" : "comment",
					"numinlets" : 1,
					"numoutlets" : 0,
					"patching_rect" : [ 339.0, 18.0, 150.0, 20.0 ],
					"text" : "2. Train for 100k epochs"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-22",
					"maxclass" : "comment",
					"numinlets" : 1,
					"numoutlets" : 0,
					"patching_rect" : [ 187.0, 25.0, 150.0, 20.0 ],
					"text" : "1. Add training points"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-20",
					"maxclass" : "button",
					"numinlets" : 1,
					"numoutlets" : 1,
					"outlettype" : [ "bang" ],
					"parameter_enable" : 0,
					"patching_rect" : [ 204.0, 62.0, 24.0, 24.0 ]
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-18",
					"maxclass" : "newobj",
					"numinlets" : 1,
					"numoutlets" : 4,
					"outlettype" : [ "bang", "bang", "bang", "bang" ],
					"patching_rect" : [ 204.0, 101.0, 52.0, 22.0 ],
					"text" : "t b b b b"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-17",
					"maxclass" : "newobj",
					"numinlets" : 1,
					"numoutlets" : 1,
					"outlettype" : [ "" ],
					"patching_rect" : [ 204.0, 215.0, 112.0, 22.0 ],
					"text" : "prepend data_point"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-16",
					"maxclass" : "message",
					"numinlets" : 2,
					"numoutlets" : 1,
					"outlettype" : [ "" ],
					"patching_rect" : [ 266.0, 146.0, 55.0, 22.0 ],
					"text" : "3 3 5 6 7"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-15",
					"maxclass" : "message",
					"numinlets" : 2,
					"numoutlets" : 1,
					"outlettype" : [ "" ],
					"patching_rect" : [ 266.0, 170.0, 55.0, 22.0 ],
					"text" : "4 4 7 8 9"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-14",
					"maxclass" : "message",
					"numinlets" : 2,
					"numoutlets" : 1,
					"outlettype" : [ "" ],
					"patching_rect" : [ 204.0, 170.0, 55.0, 22.0 ],
					"text" : "2 2 3 4 5"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-13",
					"maxclass" : "message",
					"numinlets" : 2,
					"numoutlets" : 1,
					"outlettype" : [ "" ],
					"patching_rect" : [ 204.0, 146.0, 55.0, 22.0 ],
					"text" : "1 1 1 2 3"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-9",
					"maxclass" : "message",
					"numinlets" : 2,
					"numoutlets" : 1,
					"outlettype" : [ "" ],
					"patching_rect" : [ 560.0, 56.0, 65.0, 22.0 ],
					"text" : "predict 5 5"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-4",
					"maxclass" : "message",
					"numinlets" : 2,
					"numoutlets" : 1,
					"outlettype" : [ "" ],
					"patching_rect" : [ 351.0, 84.0, 75.0, 22.0 ],
					"text" : "train 100000"
				}

			}
, 			{
				"box" : 				{
					"bgmode" : 0,
					"border" : 0,
					"clickthrough" : 0,
					"enablehscroll" : 0,
					"enablevscroll" : 0,
					"id" : "obj-6",
					"lockeddragscroll" : 0,
					"lockedsize" : 0,
					"maxclass" : "bpatcher",
					"name" : "n4m.monitor.maxpat",
					"numinlets" : 1,
					"numoutlets" : 1,
					"offset" : [ 0.0, 0.0 ],
					"outlettype" : [ "bang" ],
					"patching_rect" : [ 560.0, 353.0, 400.0, 220.0 ],
					"viewvisibility" : 1
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-5",
					"maxclass" : "message",
					"numinlets" : 2,
					"numoutlets" : 1,
					"outlettype" : [ "" ],
					"patching_rect" : [ 7.0, 44.0, 98.0, 22.0 ],
					"text" : "script npm install"
				}

			}
, 			{
				"box" : 				{
					"id" : "obj-1",
					"maxclass" : "newobj",
					"numinlets" : 1,
					"numoutlets" : 2,
					"outlettype" : [ "", "" ],
					"patching_rect" : [ 230.0, 296.0, 287.0, 22.0 ],
					"saved_object_attributes" : 					{
						"args" : [ 2, 3, 4 ],
						"autostart" : 1,
						"defer" : 0,
						"node_bin_path" : "",
						"npm_bin_path" : "",
						"watch" : 1
					}
,
					"text" : "node.script tf.js @watch 1 @autostart 1 @args 2 3 4"
				}

			}
 ],
		"lines" : [ 			{
				"patchline" : 				{
					"destination" : [ "obj-38", 0 ],
					"source" : [ "obj-1", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-6", 0 ],
					"source" : [ "obj-1", 1 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-1", 0 ],
					"source" : [ "obj-11", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-7", 0 ],
					"source" : [ "obj-12", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-17", 0 ],
					"source" : [ "obj-13", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-17", 0 ],
					"source" : [ "obj-14", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-17", 0 ],
					"source" : [ "obj-15", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-17", 0 ],
					"source" : [ "obj-16", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-1", 0 ],
					"source" : [ "obj-17", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-13", 0 ],
					"source" : [ "obj-18", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-14", 0 ],
					"source" : [ "obj-18", 1 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-15", 0 ],
					"source" : [ "obj-18", 3 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-16", 0 ],
					"source" : [ "obj-18", 2 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-1", 0 ],
					"source" : [ "obj-2", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-18", 0 ],
					"source" : [ "obj-20", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-1", 0 ],
					"source" : [ "obj-21", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-33", 0 ],
					"source" : [ "obj-31", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-2", 0 ],
					"source" : [ "obj-33", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-1", 0 ],
					"source" : [ "obj-35", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-12", 0 ],
					"source" : [ "obj-38", 1 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-40", 1 ],
					"source" : [ "obj-38", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-1", 0 ],
					"source" : [ "obj-4", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-1", 0 ],
					"source" : [ "obj-42", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-1", 0 ],
					"source" : [ "obj-5", 0 ]
				}

			}
, 			{
				"patchline" : 				{
					"destination" : [ "obj-1", 0 ],
					"source" : [ "obj-9", 0 ]
				}

			}
 ],
		"dependency_cache" : [ 			{
				"name" : "fit_jweb_to_bounds.js",
				"bootpath" : "C74:/packages/Node for Max/patchers/debug-monitor",
				"type" : "TEXT",
				"implicit" : 1
			}
, 			{
				"name" : "n4m.monitor.maxpat",
				"bootpath" : "C74:/packages/Node for Max/patchers/debug-monitor",
				"type" : "JSON",
				"implicit" : 1
			}
, 			{
				"name" : "resize_n4m_monitor_patcher.js",
				"bootpath" : "C74:/packages/Node for Max/patchers/debug-monitor",
				"type" : "TEXT",
				"implicit" : 1
			}
, 			{
				"name" : "tf.js",
				"bootpath" : "~/OneDrive/Documents/Max 8/tensorflow-max",
				"patcherrelativepath" : ".",
				"type" : "TEXT",
				"implicit" : 1
			}
 ],
		"autosave" : 0
	}

}