Seaborn
plt.xlabel()
Category
- Dev 12
- Probability and Statistics 10
- Deep Learning 5
- Computer Vision 4
- Research Paper Review 3
- Neural Data Analysis 1
- Linear Algebra 1
Dev
Numpy Note
np.logical_and()
Pandas Note
set_index()
Tableau Note
Dimension
R Note
set.seed()
Pytorch Lightning
Pytorch Lightning is the open source framework that provides. It enables the efficient cross over among GPU, CPU or TPU calculation, and organizes training, ...
Pillow Note
converting 3channels from Numpy ndarray
Skimage Note
resize
Python Note
sns.lineplot()
Pytorch Note
mps
OpenCV Note
GaussianBlur()
Probability and Statistics
How the MSE is used in decision tree regression
Keywords: Decision Tree and MSE
Variational Inference
Keywords: Variational Inference, Marginal Probability, Posteriori Probability, Bayes’ Theorem
p-value in Linear Regression
Keywords: Linear Regression, p-value
Bernoulli Distribution
Keywords: Bernoulli Distribution, Binomial Distribution
Probability and Statistics for Deep Learning[2]
Keywords: Conditional Probability, Bayes’ Theorem
Probability and Statistics for Deep Learning[1]
Keywords: Probability Distribution, Marginal Probability, Conditional Probability, Bayes’ Theorem
Maximum Likelihood & Maximum A Posteriori
Maximum Likelihood Estimation
Linear Regression Evaluation using Summary() in R
Linear Regression is very strong regression model that can predict the estimator value based on given datasets. From R, there is function ln() that can crea...
Deep Learning
Backpropagation
This is the mathematical representation to see how the back-propagation is calculated.
Optimizer
Stochastic Gradient Descent
Self-Supervised Learning
Self-Supervised Learning aims to provide backbone of the model for classification tasks.
Slurm
nvidia-smi
Deep Learning
Loss Function
Computer Vision
U-Net
Image Segmentation
Scale Invariant Feature Transform(SIFT)
SIFT is the image feature extraction algorithm. It detects the features from the image that is invariant from the scale and rotation.
Computer Vision
Macro F1
HoVer-Net Review
Problem Statement from HoVer-Net Mask R-CNN has great performance in clustered image segmentation, becuase Region proposal strategy selects each object an...
Research Paper Review
A Simple Framework for Contrastive Learning of Visual Representations
Simple Framework for Contrastive Leargnin of Visual Representations is a research that provides the light frameworks of the contrastive learning.
Neural Data Analysis
eeg Data Analysis
converting to torch long
Linear Algebra
Linear Algebra in PCA
Keywords: Linear Combination, Linear Transformation, Basis, Eigenvector