layerganza/lib/index.js

A feed-forward neural network with injectable layers, activation functions, and optimizers.

"use strict";
var __importDefault = (this && this.__importDefault) || function (mod) {
    return (mod && mod.__esModule) ? mod : { "default": mod };
};
Object.defineProperty(exports, "__esModule", { value: true });
exports.shuffleTrain = exports.GradientDescentOptimizer = exports.AdamOptimizer = exports.Tanh = exports.LogisticSigmoid = exports.Linear = exports.LeakyRelu = exports.OutputLayer = exports.InputLayer = exports.HiddenLayer = exports.Network = void 0;
var Network_1 = require("./network/Network");
Object.defineProperty(exports, "Network", { enumerable: true, get: function () { return __importDefault(Network_1).default; } });
var HiddenLayer_1 = require("./layer/HiddenLayer");
Object.defineProperty(exports, "HiddenLayer", { enumerable: true, get: function () { return __importDefault(HiddenLayer_1).default; } });
var InputLayer_1 = require("./layer/InputLayer");
Object.defineProperty(exports, "InputLayer", { enumerable: true, get: function () { return __importDefault(InputLayer_1).default; } });
var OutputLayer_1 = require("./layer/OutputLayer");
Object.defineProperty(exports, "OutputLayer", { enumerable: true, get: function () { return __importDefault(OutputLayer_1).default; } });
var LeakyRelu_1 = require("./activation-function/LeakyRelu");
Object.defineProperty(exports, "LeakyRelu", { enumerable: true, get: function () { return __importDefault(LeakyRelu_1).default; } });
var Linear_1 = require("./activation-function/Linear");
Object.defineProperty(exports, "Linear", { enumerable: true, get: function () { return __importDefault(Linear_1).default; } });
var LogisticSigmoid_1 = require("./activation-function/LogisticSigmoid");
Object.defineProperty(exports, "LogisticSigmoid", { enumerable: true, get: function () { return __importDefault(LogisticSigmoid_1).default; } });
var Tanh_1 = require("./activation-function/Tanh");
Object.defineProperty(exports, "Tanh", { enumerable: true, get: function () { return __importDefault(Tanh_1).default; } });
var AdamOptimizer_1 = require("./optimizer/AdamOptimizer");
Object.defineProperty(exports, "AdamOptimizer", { enumerable: true, get: function () { return __importDefault(AdamOptimizer_1).default; } });
var GradientDescentOptimizer_1 = require("./optimizer/GradientDescentOptimizer");
Object.defineProperty(exports, "GradientDescentOptimizer", { enumerable: true, get: function () { return __importDefault(GradientDescentOptimizer_1).default; } });
var shuffleTrain_1 = require("./trainer/shuffleTrain");
Object.defineProperty(exports, "shuffleTrain", { enumerable: true, get: function () { return __importDefault(shuffleTrain_1).default; } });