Archive

2022-07-20t-Test Basic
2022-07-17Python Basic: List and Index
2019-10-30Introduction to Bayesian Optimization
2019-08-11cProfile Examples in Python
2019-08-10Time Series Forecasting for Daily Births Dataset by Prophet
2019-08-08Prophet 101: a time-series forecasting module
2019-08-07Gradient descent implementation from scratch
2019-08-06Saving Machine Learning Models by joblib
2019-08-05Explain the interaction values by SHAP
2019-08-03Explain the prediction for ImageNet using SHAP
2019-08-02Sentiment Analysis by SHAP with Logistic Regression
2019-08-01Explain Iris classification by SHAP
2019-07-30Explain Image Classification by SHAP Deep Explainer
2019-07-29Time the performance by timeit and cell magic
2019-07-27Performance difference between append and insert in Python
2019-07-26Draw Perceptron graph by graphviz
2019-07-25Implement Perceptron
2019-07-22Parallel Plot for Cateogrical and Continuous variable by Plotly Express
2019-07-21Split Up: dtreeviz (Part 5)
2019-07-20Split Up: dtreeviz (Part 4)
2019-07-18Split Up: dtreeviz (Part 3)
2019-07-18Visualization Samples by Plotly Express
2019-07-17Split Up: dtreevis (Part 2)
2019-07-15Normalizing Observations
2019-07-14BERT Word Embeddings
2019-07-13104. Maximum Depth of Binary Tree
2019-07-12Interpretability of prediction for Boston Housing using SHAP
2019-07-11Install xgboost using pip for Mac OSX
2019-07-09Interpretability of Random Forest Prediction for MNIST classification using LIME
2019-07-06Loss Functions in Deep Learning with PyTorch
2019-07-053 ways of creating a neural network in PyTorch
2019-07-03How to Develop a 1D Generative Adversarial Network From Scratch in PyTorch (Part 2)
2019-07-02How to Develop a 1D Generative Adversarial Network From Scratch in PyTorch (Part 1)
2019-07-01Loading Audio Data
2019-07-011105. Filling Bookcase Shelves [Dynamic Programming]
2019-06-29Anomaly Detection by Auto Encoder (Deep Learning) in PyOD
2019-06-28Anomaly Detection by PCA in PyOD
2019-06-27Make Simulated Data For Anomaly Detection
2019-06-26Drop Highly Correlated Features
2019-06-25Feature Importance
2019-06-24Save Images
2019-06-24Train the image classifier using PyTorch
2019-06-22Loading scikit-learn's MNIST Hand-Written Dataset
2019-06-21Activation Functions in Neural Networks
2019-06-20One-Hot Encode Nominal Categorical Features
2019-06-20Create A Temporary File
2019-06-19Getting real-time stock market data and visualization
2019-06-18Calculate The Average, Variance, And Standard Deviation
2019-06-17Style Transfer using Pytorch (Part 4)
2019-06-15Style Transfer using Pytorch (Part 3)
2019-06-15Style Transfer using Pytorch (Part 2)
2019-06-14Style Transfer using Pytorch (Part 1)
2019-06-13Lasso Regression
2019-06-11PyTorch Basic Operations
2019-06-10Neural Network for Classification
2019-06-09Bayesian Regression using pymc3
2019-06-08XKCD-style Plot using matplotlib
2019-06-07Converting A Dictionary Into A Matrix using DictVectorizer
2019-06-06Logistic Regression
2019-06-05Precision
2019-06-03Variance Thresholding For Feature Selection
2019-06-02F1 Score
2019-06-01Select Date And Time Ranges
2019-05-31Convert Strings To Dates
2019-05-30Tokenize Text
2019-05-29Remove Punctuation
2019-05-28Bag Of Words
2019-05-27Term Frequency Inverse Document Frequency
2019-05-26Survival Analysis
2019-05-25Deleting Missing Values
2019-05-24Parse HTML
2019-05-23Calculate The Trace Of A Matrix
2019-05-22Calculate The Determinant Of A Matrix
2019-05-20Dimensionality Reduction With PCA
2019-05-20Make Simulated Data For Clustering
2019-05-19k-Means Clustering
2019-05-17Describe An Array
2019-05-16Random Forest Classifer
2019-05-15Histograms In Pandas
2019-05-14Linear Regression
2019-05-13Loading scikit-learn's Boston Housing Dataset
2019-05-111039. Minimum Score Triangulation of Polygon
2019-05-10Replace Characters
2019-05-09Add Padding Around String
2019-05-07Create a word cloud
2019-05-07Invert A Matrix
2019-05-06Reshape An Array
2019-05-03Stemming Words and Sentences
2019-05-03Adding Or Substracting Time
2019-05-021036. Escape a Large Maze
2019-05-01Ordinal Encoding using Scikit-learn
2019-04-30Create A Sparse Matrix
2019-04-291035. Uncrossed Lines
2019-04-27Selecting Elements In A 1D Array
2019-04-231031. Maximum Sum of Two Non-Overlapping Subarrays
2019-04-20Transpose A Matrix or Tensor
2019-04-181026. Maximum Difference Between Node and Ancestor
2019-04-17LeetCode Top 100 Problem Selection
2019-04-16Split-Up: dtreeviz (Part 1)
2019-04-141025. Divisor Game (C++)
2019-04-07Minimalism visualization by matplotlib - Bar chart
2019-04-03How to visualize a decision tree beyond scikit-learn
2019-04-021019. Next Greater Node In Linked List
2019-03-30Data Exploration Tool - Lantern Part 1
2019-03-031000. Minimum Cost to Merge Stones
2019-03-031004. Max Consecutive Ones III
2019-02-27Introduction to Graphviz in Jupyter Notebook
2019-02-26617. Merge Two Binary Trees
2019-02-23995. Minimum Number of K Consecutive Bit Flips
2019-02-12990 Satisfiability of Equality Equations
2019-02-04998 Smallest String Starting From Leaf
2019-02-04US Census in 2014