Archive

Deep Learning - Recurrent Neural Network (1)

Recurrent Neural Network

Reinforcement Learning - Deep Q-Learning

Deep Q-Learning

Reinforcement Learning - Logistics AI

창고에서 일하는 로봇

Reinforcement Learning - Q-learning

Q-Learning Basic

Reinforcement Learning - Sales and Advertisement

문제정의

Reinforcement Learning - Slot machine

첫 AI 모델 만들기 - Slot machine

Reinforcement Learning - Intro

Intro

Deep Learning - Deep Feedforward Neural Network(4)

Architecture 설계

Pytorch - MNIST

MNIST

Deep Learning - Deep Feedforward Neural Network(3)

Hidden Unit

Deep Learning - Convolutional Neural Network

Convolutional Neural Network

Pytorch - Tutorial(1)

$\sum_{k=1}^{\infty} \epsilon_{k} = \infty$ $\sum_{k=1}^{\infty} \epsilon_{k}^{2} < \infty$ $\alpha \in [0,1)$ $v \leftarrow \alpha v - \epsilon \nabla_{\theta}(\frac{1}{m} \sum_{i=1}^{m} L(f(x^{(i)};\theta), y^{(i)}))$

Deep Learning - Deep Feedforward Neural Network(2)

기울기 기반 학습

Deep Learning - Deep Feedforward Neural Network(1)

Deep Feedforward Neural Network

Python basic

test

Denoising Autoencoder

Denoising Autoencoder

Colorization Autoencoder

Colorization Autoencoder

Time Series of Price Anomaly Detection with LSTM

Time Series of Price Anomaly Detection with LSTM

LSTM Autoencoder for Anomaly Detection

LSTM Autoencoder for Anomaly Detection

LSTM Autoencoder

LSTM Autoencoder