Mainstream Development Frameworks

Python-based machine learning computing framework developed by

Facebook is

• PyTorch

• TensorFlow

• Caffe

• MindSpore

Fitur-fitur andalan PyTorch

• Python First

• Dynamic neural network

• Easy to Debug

• Supports only GPU

TensorFlow diciptakan oleh

• Google

• Facebook

• Microsoft

• OpenAI

Manakah yang merupakan fitur dari TensorFlow?

• Scalability

• GPU

• Powerful Computing

• Single-Platform

TensorFlow can run on

• Smartphones

• Cluster computers

• Laptop

• Desktop

Major improvement dalam TensorFlow:

• eager execution

• compatibility with PyTorch

• tf.contrib module is maintained

• discontinuity with TensorFlow 1.0

The most basic data structure in TensorFlow is _____

One of common modules of TensorFlow 2.x is

• tf

• tf.exceptions

• tf.probability

• tf.imaging

Keuntungan-keuntungan Keras adalah

• Easy to use

• Modular and composable

• Easy to extend

• Object-oriented

Problem yang digunakan sebagai contoh dalam Deep Learning Development slides adalah

• Handwritten digit recognition

• House price prediction

• Movie recommendation

• Iris flower classification