Neural Core

Plug-and-play neural network library for text ingestion, training, and generation written fully in C#

Quick Start

dotnet build

using NeuralCore;

var mind = new NeuralMind("./data");
await mind.InitializeAsync();
await mind.IngestTextAsync("Your training corpus...");
await mind.StartTrainingAsync();
var response = await mind.ChatAsync("Your prompt");

Components

File	Purpose
NeuralMind.cs	High-level orchestrator for training and inference
NeuralNetworkCore.cs	Low-level neural operations and weight management
TrainingPipeline.cs	Training loop with epoch management
InferenceEngine.cs	Text generation and response inference
CorpusIngestionEngine.cs	Text corpus loading and tokenization

Features

• Train custom language models on user-provided text
• Continuous learning without full retraining
• Token-based text generation
• State persistence across sessions

Requirements

• .NET 8.0+
• No external dependencies