<commit_before>import * as a from "async";
import * as _ from "lodash";
import * as m from "mathjs";

m.config({
    number: "BigNumber",
    precision: 32
});

import {Neuron} from "../neuron";
import {Synapse} from "../synapse";

let NetworkAlpha = function(configuration) {
    this.configuration = configuration || {
        layerDimensions: [2, 4, 1],
        learningMode: "stepbystep",
        learningRate: 0.3,
        momentumRate: 0.7,
        maximumError: 0.005,
        dataRepository: {},
        neuronGenerator: Neuron,
        synapseGenerator: Synapse
    };

    if (!this.checkConfiguration()) {
        throw "Invalid FFNNALFA Engine Configuration";
    }
    this.configuration = this.transformConfiguration();

    this.dataRepository = this.configuration.dataRepository;

    this.generateNeurons();
    this.generateSynapses();
}

NetworkAlpha.prototype = {
    checkConfiguration: function() {
        return true;
    },

    transformConfiguration: function() {
        return this.configuration;
    },

    set neurons(value) {
        this.dataRepository.neurons = value;
    },

    get neurons() {
        return this.dataRepository.neurons;
    },

    setNeuron: function() {

    },

    getNeuron: function() {

    },

    addNeuron: function(value) {
        this.dataRepository.neurons.push(value);
    },

    set synapses(value) {

    },

    get synapses() {

    },

    setSynapse: function() {

    },

    getSynapse: function() {

    },
<commit_msg>Removed unused methods from the FFNNALFA module.<commit_after>import * as a from "async";
import * as _ from "lodash";
import * as m from "mathjs";

m.config({
    number: "BigNumber",
    precision: 32
});

import {Neuron} from "../neuron";
import {Synapse} from "../synapse";

let NetworkAlpha = function(configuration) {
    this.configuration = configuration || {
        layerDimensions: [2, 4, 1],
        learningMode: "stepbystep",
        learningRate: 0.3,
        momentumRate: 0.7,
        maximumError: 0.005,
        dataRepository: {},
        neuronGenerator: Neuron,
        synapseGenerator: Synapse
    };

    if (!this.checkConfiguration()) {
        throw "Invalid FFNNALFA Engine Configuration";
    }
    this.configuration = this.transformConfiguration();

    this.dataRepository = this.configuration.dataRepository;

    this.generateNeurons();
    this.generateSynapses();
}

NetworkAlpha.prototype = {
    checkConfiguration: function() {
        return true;
    },

    transformConfiguration: function() {
        return this.configuration;
    },

{'fraction_non_alphanumeric': 0.12403100775193798, 'fraction_numerical': 0.010077519379844961, 'mean_word_length': 2.6766381766381766, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '3839118', 'n_tokens_mistral': 795, 'n_tokens_neox': 725, 'n_words': 171}