深層学習:Deep Learning

微分積分:Calculus

Overview of the gradient method and examples of algorithms and implementations

Gradient Descent The gradient method is one of the widely used methods in machine learning and optimization algo...
アルゴリズム:Algorithms

Overview of ELMo (Embeddings from Language Models) and its algorithm and implementation

ELMo(Embeddings from Language Models) ELMo (Embeddings from Language Models) is one of the methods of word...
アルゴリズム:Algorithms

Overview of BERT and examples of algorithms and implementations

BERT(Bidirectional Encoder Representations from Transformers) BERT (Bidirectional Encoder Representations fr...
アルゴリズム:Algorithms

Overview of R-CNN (Region-based Convolutional Neural Networks), its algorithms and implementation examples

R-CNN (Region-based Convolutional Neural Networks) Region-based Convolutional Neural Networks (R-CNNs) can be...
アルゴリズム:Algorithms

Overview of ULMFiT (Universal Language Model Fine-tuning), its algorithm and examples of implementation

ULMFiT(Universal Language Model Fine-tuning) ULMFiT (Universal Language Model Fine-tuning) was proposed by J...
python

Overview of CNN and examples of algorithms and implementations

CNN(Convolutional Neural Network) CNN (Convolutional Neural Network) will be a deep learning model used mainl...
python

Overview of RNN and examples of algorithms and implementations

RNN(Recurrent Neural Network) RNN (Recurrent Neural Network) is a type of neural network for modeling time...
アルゴリズム:Algorithms

Overview of segmentation networks and implementation of various algorithms

Segmentation Network A segmentation network can be a type of neural network for identifying different objects...
アルゴリズム:Algorithms

Overview of GloVe (Global Vectors for Word Representation), its algorithm and examples of implementation

GloVe(Global Vectors for Word Representation) GloVe (Global Vectors for Word Representation) is a type of ...
IOT技術:IOT Technology

Overview of Rasbery Pi, various applications and concrete implementation examples

What is Rasbery Pi? Raspberry Pi is a Single Board Computer (SBC), a small computer developed by the...
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