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Found 101 total tags.

activation_function

2 items with this tag.

Dec 22, 2024
CS231n 5. Convolutional Neural Network (CNN)
Dec 22, 2024
CS231n 4-2. Setting Up Architecture (Neural Network)

activation_map

1 item with this tag.

Dec 22, 2024
CS231n 5. Convolutional Neural Network (CNN)

Adam

1 item with this tag.

Dec 22, 2024
Cs231n 7-1. Optimization

Alexnet

2 items with this tag.

Dec 22, 2024
CS231n 9. CNN Architectures
Dec 22, 2024
CS231n 6-2. Setting Up the Data and the Loss

analytic_gradient

1 item with this tag.

Dec 22, 2024
CS231n 4-1. Backpropagation (gradient for neural network)

approximation_error

1 item with this tag.

Dec 22, 2024
CS229 9. Approx, Estimator Error & ERM

asymmetry

1 item with this tag.

Dec 22, 2024
CS231n 6-2. Setting Up the Data and the Loss

autoencoder

2 items with this tag.

Dec 22, 2024
Review - Deep Reinforcement Learning in Quantitative Algorithmic Trading
- paper
- autoencoder
Dec 22, 2024
CS231n 13. Generative Models

backpropagation

2 items with this tag.

Dec 22, 2024
Cs231n 7-1. Optimization
Dec 22, 2024
CS231n 5. Convolutional Neural Network (CNN)

bagging

1 item with this tag.

Dec 22, 2024
CS229 10. Decision Trees & Ensemble Methods

basis_vector

2 items with this tag.

Dec 22, 2024
Linear Algebra 3. Linear transformation and matrices
- matrix
- basis_vector
Dec 22, 2024
Linear Algebra 2. Linear combination, span and basis vectors

batch_normalization

4 items with this tag.

Dec 22, 2024
ResNet
Dec 22, 2024
CS231n 9. CNN Architectures
Dec 22, 2024
CS231n 7-2. Evaluation & Regularization
Dec 22, 2024
CS231n 6-2. Setting Up the Data and the Loss

Bayes_Rule

1 item with this tag.

Dec 22, 2024
CS231n 13. Generative Models

Bayesian

2 items with this tag.

Dec 22, 2024
CS231n 2-3 Linear Classification(Regularization)
Dec 22, 2024
CS229 13. Debugging ML Models & Error Analysis

bias

1 item with this tag.

Dec 22, 2024
CS229 9. Approx, Estimator Error & ERM

Boosting

1 item with this tag.

Dec 22, 2024
CS229 10. Decision Trees & Ensemble Methods

bottleneck

2 items with this tag.

Dec 22, 2024
ResNet
Dec 22, 2024
CS231n 9. CNN Architectures

Cross_Validation

2 items with this tag.

Dec 22, 2024
CS231n 7-2. Evaluation & Regularization
Dec 22, 2024
CS231n 2-3 Linear Classification(Regularization)

cross-entropy_loss

3 items with this tag.

Dec 22, 2024
CS231n 2-2. Linear Classification (Loss function)
Dec 22, 2024
CS231n 11. Detection & Segmentation
Dec 22, 2024
CS229 10. Decision Trees & Ensemble Methods

CS229

6 items with this tag.

Dec 22, 2024
CS229 9. Approx, Estimator Error & ERM
Dec 22, 2024
CS229 14. Expectation-Maximization Algorithms
- CS229
- K-means
- L2
- L1
Dec 22, 2024
CS229 13. Debugging ML Models & Error Analysis
Dec 22, 2024
CS229 12. Backprop & Improving Neural Network
- CS229
Dec 22, 2024
CS229 11. Introduction to Neural Networks
Dec 22, 2024
CS229 10. Decision Trees & Ensemble Methods

decision_tree

1 item with this tag.

Dec 22, 2024
CS229 10. Decision Trees & Ensemble Methods

degradation

1 item with this tag.

Dec 22, 2024
ResNet

determinant

1 item with this tag.

Dec 22, 2024
Linear Algebra 6. Determinant
- determinant
- linearly_dependent

deterministic_function

1 item with this tag.

Dec 22, 2024
CS229 9. Approx, Estimator Error & ERM

downsample

1 item with this tag.

Dec 22, 2024
CS231n 5. Convolutional Neural Network (CNN)

dropout

3 items with this tag.

Dec 22, 2024
ResNet
Dec 22, 2024
CS231n 9. CNN Architectures
Dec 22, 2024
CS231n 2-3 Linear Classification(Regularization)

element_wise

1 item with this tag.

Dec 22, 2024
CS231n 10-2. Multilayer RNN

ELU

1 item with this tag.

Dec 22, 2024
CS231n 6-1. Setting Up Architecture (Activation Functions)

empirical_error

1 item with this tag.

Dec 22, 2024
CS229 9. Approx, Estimator Error & ERM

ensemble

3 items with this tag.

Dec 22, 2024
CS231n 9. CNN Architectures
Dec 22, 2024
CS231n 7-2. Evaluation & Regularization
Dec 22, 2024
CS229 10. Decision Trees & Ensemble Methods

entropy

1 item with this tag.

Dec 22, 2024
CS231n 2-2. Linear Classification (Loss function)

ERM

1 item with this tag.

Dec 22, 2024
CS229 9. Approx, Estimator Error & ERM

estimation_error

1 item with this tag.

Dec 22, 2024
CS229 9. Approx, Estimator Error & ERM

euclidean_distance

1 item with this tag.

Dec 22, 2024
CS231n 1. Image Classification

faster_R-CNN

2 items with this tag.

Dec 22, 2024
ResNet
Dec 22, 2024
CS231n 11. Detection & Segmentation

FLOPs

1 item with this tag.

Dec 22, 2024
ResNet

Frequenist

1 item with this tag.

Dec 22, 2024
CS229 9. Approx, Estimator Error & ERM

generalization_error

1 item with this tag.

Dec 22, 2024
CS229 9. Approx, Estimator Error & ERM

GoogLeNet

1 item with this tag.

Dec 22, 2024
CS231n 9. CNN Architectures

graph_learning

1 item with this tag.

Dec 22, 2024
Review - Reinforcement Learning for Quantitative Learning

GridSearchCV

1 item with this tag.

Dec 22, 2024
CS231n 6-2. Setting Up the Data and the Loss

He

3 items with this tag.

Dec 22, 2024
ResNet
Dec 22, 2024
CS231n 9. CNN Architectures
Dec 22, 2024
CS231n 6-2. Setting Up the Data and the Loss

hinge_loss

1 item with this tag.

Dec 22, 2024
CS231n 2-2. Linear Classification (Loss function)

Hoeffding_Inequality

1 item with this tag.

Dec 22, 2024
CS229 9. Approx, Estimator Error & ERM

hyperparameter

1 item with this tag.

Dec 22, 2024
CS231n 1. Image Classification

inception_module

2 items with this tag.

Dec 22, 2024
ResNet
Dec 22, 2024
CS231n 9. CNN Architectures

jacobian

1 item with this tag.

Dec 22, 2024
CS231n 4-1. Backpropagation (gradient for neural network)

K-means

1 item with this tag.

Dec 22, 2024
CS229 14. Expectation-Maximization Algorithms
- CS229
- K-means
- L2
- L1

L1

2 items with this tag.

Dec 22, 2024
CS231n 2-3 Linear Classification(Regularization)
Dec 22, 2024
CS229 14. Expectation-Maximization Algorithms
- CS229
- K-means
- L2
- L1

L2

3 items with this tag.

Dec 22, 2024
CS231n 2-3 Linear Classification(Regularization)
Dec 22, 2024
CS231n 12. Visualizing and Understanding
- semantic_segmentation
- L2
Dec 22, 2024
CS229 14. Expectation-Maximization Algorithms
- CS229
- K-means
- L2
- L1

learning_rate

1 item with this tag.

Dec 22, 2024
CS231n 6-2. Setting Up the Data and the Loss

likelihood

1 item with this tag.

Dec 22, 2024
CS231n 13. Generative Models

linear_combination

1 item with this tag.

Dec 22, 2024
Linear Algebra 2. Linear combination, span and basis vectors

linear_ependent

1 item with this tag.

Dec 22, 2024
Linear Algebra 2. Linear combination, span and basis vectors

linear_independent

1 item with this tag.

Dec 22, 2024
Linear Algebra 2. Linear combination, span and basis vectors

linearly_dependent

1 item with this tag.

Dec 22, 2024
Linear Algebra 6. Determinant
- determinant
- linearly_dependent

LSTM

1 item with this tag.

Dec 22, 2024
CS231n 10-2. Multilayer RNN

matrix

1 item with this tag.

Dec 22, 2024
Linear Algebra 3. Linear transformation and matrices
- matrix
- basis_vector

Maxout

2 items with this tag.

Dec 22, 2024
ResNet
Dec 22, 2024
CS231n 6-1. Setting Up Architecture (Activation Functions)

metric

1 item with this tag.

Dec 22, 2024
CS231n 1. Image Classification

missclassification_loss

1 item with this tag.

Dec 22, 2024
CS229 10. Decision Trees & Ensemble Methods

MLE

2 items with this tag.

Dec 22, 2024
CS231n 2-2. Linear Classification (Loss function)
Dec 22, 2024
CS229 11. Introduction to Neural Networks

MLP

1 item with this tag.

Dec 22, 2024
CS231n 5. Convolutional Neural Network (CNN)

Multi-Layer

1 item with this tag.

Dec 22, 2024
CS231n 9. CNN Architectures

Newton_method

2 items with this tag.

Dec 22, 2024
Cs231n 7-1. Optimization
Dec 22, 2024
CS229 13. Debugging ML Models & Error Analysis

optimization

1 item with this tag.

Dec 22, 2024
CS231n 9. CNN Architectures

outlier

1 item with this tag.

Dec 22, 2024
CS231n 6-2. Setting Up the Data and the Loss

overfitting

5 items with this tag.

Dec 22, 2024
CS231n 7-2. Evaluation & Regularization
Dec 22, 2024
CS231n 6-2. Setting Up the Data and the Loss
Dec 22, 2024
CS231n 5. Convolutional Neural Network (CNN)
Dec 22, 2024
CS231n 2-3 Linear Classification(Regularization)
Dec 22, 2024
CS231n 1. Image Classification

paper

4 items with this tag.

Dec 22, 2024
딥러닝기반 강화학습 모델 서능비교(381)
- paper
Dec 22, 2024
강화학습 기반 주식 자동 매매모델 전략 제안(824)
- paper
- VIX
Dec 22, 2024
Review - Reinforcement Learning for Quantitative Learning
Dec 22, 2024
Review - Deep Reinforcement Learning in Quantitative Algorithmic Trading
- paper
- autoencoder

PDF

1 item with this tag.

Dec 22, 2024
CS231n 13. Generative Models

randomforest

1 item with this tag.

Dec 22, 2024
CS229 10. Decision Trees & Ensemble Methods

regularization

2 items with this tag.

Dec 22, 2024
CS231n 7-2. Evaluation & Regularization
Dec 22, 2024
CS229 9. Approx, Estimator Error & ERM

reinforce_learning

1 item with this tag.

Dec 22, 2024
CS229 13. Debugging ML Models & Error Analysis

ReLU

4 items with this tag.

Dec 22, 2024
ResNet
Dec 22, 2024
CS231n 9. CNN Architectures
Dec 22, 2024
CS231n 6-1. Setting Up Architecture (Activation Functions)
Dec 22, 2024
CS231n 4-2. Setting Up Architecture (Neural Network)

residual

1 item with this tag.

Dec 22, 2024
CS231n 9. CNN Architectures

ResNet

3 items with this tag.

Dec 22, 2024
CS231n 9. CNN Architectures
Dec 22, 2024
CS231n 7-2. Evaluation & Regularization
Dec 22, 2024
CS231n 10-2. Multilayer RNN

RMSprop

1 item with this tag.

Dec 22, 2024
Cs231n 7-1. Optimization

saturate

2 items with this tag.

Dec 22, 2024
ResNet
Dec 22, 2024
CS231n 6-1. Setting Up Architecture (Activation Functions)

semantic_segmentation

2 items with this tag.

Dec 22, 2024
CS231n 12. Visualizing and Understanding
- semantic_segmentation
- L2
Dec 22, 2024
CS231n 11. Detection & Segmentation

SGD

3 items with this tag.

Dec 22, 2024
ResNet
Dec 22, 2024
Cs231n 7-1. Optimization
Dec 22, 2024
CS231n 10-1. Recurrent Neural Networks(Single RNN)

sgimoid

1 item with this tag.

Dec 22, 2024
CS229 11. Introduction to Neural Networks

sigmoid

4 items with this tag.

Dec 22, 2024
CS231n 6-1. Setting Up Architecture (Activation Functions)
Dec 22, 2024
CS231n 4-2. Setting Up Architecture (Neural Network)
Dec 22, 2024
CS231n 4-1. Backpropagation (gradient for neural network)
Dec 22, 2024
CS231n 10-2. Multilayer RNN

Softmax

2 items with this tag.

Dec 22, 2024
CS231n 2-2. Linear Classification (Loss function)
Dec 22, 2024
CS231n 10-1. Recurrent Neural Networks(Single RNN)

span

1 item with this tag.

Dec 22, 2024
Linear Algebra 2. Linear combination, span and basis vectors

stochastic_depth

2 items with this tag.

Dec 22, 2024
CS231n 9. CNN Architectures
Dec 22, 2024
CS231n 7-2. Evaluation & Regularization

SVD

1 item with this tag.

Dec 22, 2024
CS231n 6-2. Setting Up the Data and the Loss

Tanh

3 items with this tag.

Dec 22, 2024
CS231n 6-1. Setting Up Architecture (Activation Functions)
Dec 22, 2024
CS231n 10-2. Multilayer RNN
Dec 22, 2024
CS231n 10-1. Recurrent Neural Networks(Single RNN)

template

1 item with this tag.

Dec 22, 2024
CS231n 2-1. Linear Classification (Score Function)
- template

trajectory

1 item with this tag.

Dec 22, 2024
CS231n 14. Deep Reinforcement Learning
- trajectory

transfer_learning

2 items with this tag.

Dec 22, 2024
Review - Reinforcement Learning for Quantitative Learning
Dec 22, 2024
CS231n 7-2. Evaluation & Regularization

underfitting

1 item with this tag.

Dec 22, 2024
CS231n 7-2. Evaluation & Regularization

Uniform_Convergence

1 item with this tag.

Dec 22, 2024
CS229 9. Approx, Estimator Error & ERM

Union_bound

1 item with this tag.

Dec 22, 2024
CS229 9. Approx, Estimator Error & ERM

variance

1 item with this tag.

Dec 22, 2024
CS229 9. Approx, Estimator Error & ERM

vector_quantization

1 item with this tag.

Dec 22, 2024
ResNet

VGG

3 items with this tag.

Dec 22, 2024
ResNet
Dec 22, 2024
CS231n 9. CNN Architectures
Dec 22, 2024
CS231n 6-2. Setting Up the Data and the Loss

VIX

1 item with this tag.

Dec 22, 2024
강화학습 기반 주식 자동 매매모델 전략 제안(824)
- paper
- VIX

Xavier

2 items with this tag.

Dec 22, 2024
CS231n 9. CNN Architectures
Dec 22, 2024
CS231n 6-2. Setting Up the Data and the Loss

zero_centered

1 item with this tag.

Dec 22, 2024
CS231n 6-2. Setting Up the Data and the Loss

zig-zagging

2 items with this tag.

Dec 22, 2024
Cs231n 7-1. Optimization
Dec 22, 2024
CS231n 6-1. Setting Up Architecture (Activation Functions)

주성분

1 item with this tag.

Dec 22, 2024
CS231n 6-2. Setting Up the Data and the Loss

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