Integración y subida de la extensión oficial de MiniML para Deep Learning embebido: MiniTensor.

Author: Shuuida

.gitignore

@@ -19,4 +19,5 @@ test_outputs/
 *.h
 *.json
 dist/
-miniml_engine.egg-info/
+miniml_engine.egg-info/
+exports/

estimators/memory_estimator.py

@@ -1,8 +1,12 @@
 """
-MiniML: Framework de Machine Learning Optimizado para Sistemas Embebidos.
-Sin dependencias externas.
+MiniML Engine: Framework de Machine Learning y Deep Learning Optimizado 
+para Sistemas Embebidos (Edge AI).
+Filosofía "Zero-Dependencies" - Python Puro.
 """
 
+# ---------------------------------------------------------
+# API CLÁSICA DE MINIML
+# ---------------------------------------------------------
 from .ml_manager import (
     train_pipeline,
     predict,
@@ -30,5 +34,44 @@
 from . import ml_factory
 from . import ml_exporter
 
-__version__ = "1.0.0"
+# ---------------------------------------------------------
+# HERRAMIENTAS MLOps & CLI
+# ---------------------------------------------------------
+from .ml_exporter import print_cli_summary, serialize_model, deserialize_model
+
+# ---------------------------------------------------------
+# EXTENSIÓN MINITENSOR (Deep Learning & Autograd)
+# ---------------------------------------------------------
+try:
+    from .autograd.tensor import Tensor
+    from .autograd import layers as nn
+    from .autograd import optim
+    from .autograd import qat
+except ImportError:
+    pass  # Permite que MiniML siga funcionando si faltan archivos
+
+# ---------------------------------------------------------
+# EXPORTADORES EDGE AI (C++ y Rust)
+# ---------------------------------------------------------
+try:
+    from .exporters import cpp_writer
+    from .exporters import rust_writer
+    from .exporters import quantizer
+    from .exporters import library_packer
+except ImportError:
+    pass
+
+# ---------------------------------------------------------
+# HARDWARE Y PROCESAMIENTO DE SEÑALES (DSP)
+# ---------------------------------------------------------
+try:
+    from .hardware.serial_manager import serial_manager
+    from .hardware.virtual_sensor import VirtualSerial
+    from .dsp import dsp_runtime
+except ImportError:
+    pass
+
+
+# Metadatos del paquete
+__version__ = "1.1.0"
 __author__ = "Wilner Manzanares (Michego Takoro 'Shuuida')"