Archive

Jul 19, 2022, 9:50:52 PMt-Test Basic
Jul 17, 2022, 2:23:00 PMPython Basic: List and Index
Oct 29, 2019, 8:21:37 PMIntroduction to Bayesian Optimization
Aug 11, 2019, 11:18:59 AMcProfile Examples in Python
Aug 9, 2019, 11:38:54 PMTime Series Forecasting for Daily Births Dataset by Prophet
Aug 7, 2019, 11:38:29 PMProphet 101: a time-series forecasting module
Aug 6, 2019, 9:21:13 PMGradient descent implementation from scratch
Aug 5, 2019, 10:49:22 PMSaving Machine Learning Models by joblib
Aug 4, 2019, 11:06:30 PMExplain the interaction values by SHAP
Aug 2, 2019, 11:00:44 PMExplain the prediction for ImageNet using SHAP
Aug 1, 2019, 8:53:34 PMSentiment Analysis by SHAP with Logistic Regression
Jul 31, 2019, 11:51:12 PMExplain Iris classification by SHAP
Jul 30, 2019, 12:17:36 PMExplain Image Classification by SHAP Deep Explainer
Jul 28, 2019, 11:48:03 PMTime the performance by timeit and cell magic
Jul 27, 2019, 7:55:14 AMPerformance difference between append and insert in Python
Jul 26, 2019, 3:50:34 AMDraw Perceptron graph by graphviz
Jul 25, 2019, 6:46:00 AMImplement Perceptron
Jul 22, 2019, 8:37:07 AMParallel Plot for Cateogrical and Continuous variable by Plotly Express
Jul 21, 2019, 1:40:22 AMSplit Up: dtreeviz (Part 5)
Jul 20, 2019, 1:51:36 PMSplit Up: dtreeviz (Part 4)
Jul 18, 2019, 8:17:01 AMSplit Up: dtreeviz (Part 3)
Jul 17, 2019, 5:21:37 PMVisualization Samples by Plotly Express
Jul 17, 2019, 5:51:04 AMSplit Up: dtreevis (Part 2)
Jul 15, 2019, 6:36:42 AMNormalizing Observations
Jul 14, 2019, 3:17:57 AMBERT Word Embeddings
Jul 13, 2019, 2:50:17 PM104. Maximum Depth of Binary Tree
Jul 12, 2019, 7:01:24 AMInterpretability of prediction for Boston Housing using SHAP
Jul 11, 2019, 6:55:46 AMInstall xgboost using pip for Mac OSX
Jul 9, 2019, 8:20:46 AMInterpretability of Random Forest Prediction for MNIST classification using LIME
Jul 6, 2019, 7:44:56 AMLoss Functions in Deep Learning with PyTorch
Jul 5, 2019, 6:34:35 AM3 ways of creating a neural network in PyTorch
Jul 3, 2019, 9:01:18 AMHow to Develop a 1D Generative Adversarial Network From Scratch in PyTorch (Part 2)
Jul 2, 2019, 6:27:49 AMHow to Develop a 1D Generative Adversarial Network From Scratch in PyTorch (Part 1)
Jul 1, 2019, 7:52:10 AMLoading Audio Data
Jun 30, 2019, 9:10:48 PM1105. Filling Bookcase Shelves [Dynamic Programming]
Jun 29, 2019, 7:21:18 AMAnomaly Detection by Auto Encoder (Deep Learning) in PyOD
Jun 28, 2019, 7:36:59 AMAnomaly Detection by PCA in PyOD
Jun 27, 2019, 5:43:54 AMMake Simulated Data For Anomaly Detection
Jun 26, 2019, 8:00:40 AMDrop Highly Correlated Features
Jun 25, 2019, 5:56:54 AMFeature Importance
Jun 24, 2019, 6:41:09 AMSave Images
Jun 23, 2019, 5:50:57 PMTrain the image classifier using PyTorch
Jun 22, 2019, 2:52:16 AMLoading scikit-learn's MNIST Hand-Written Dataset
Jun 21, 2019, 2:52:16 PMActivation Functions in Neural Networks
Jun 20, 2019, 12:38:23 PMOne-Hot Encode Nominal Categorical Features
Jun 19, 2019, 6:34:13 PMCreate A Temporary File
Jun 19, 2019, 6:34:00 AMGetting real-time stock market data and visualization
Jun 18, 2019, 7:19:45 AMCalculate The Average, Variance, And Standard Deviation
Jun 17, 2019, 8:22:37 PMStyle Transfer using Pytorch (Part 4)
Jun 16, 2019, 12:47:24 AMStyle Transfer using Pytorch (Part 3)
Jun 14, 2019, 6:24:59 PMStyle Transfer using Pytorch (Part 2)
Jun 14, 2019, 6:29:57 AMStyle Transfer using Pytorch (Part 1)
Jun 13, 2019, 12:09:15 AMLasso Regression
Jun 11, 2019, 8:26:00 AMPyTorch Basic Operations
Jun 10, 2019, 6:42:28 AMNeural Network for Classification
Jun 9, 2019, 5:32:16 AMBayesian Regression using pymc3
Jun 8, 2019, 12:52:53 AMXKCD-style Plot using matplotlib
Jun 7, 2019, 6:08:08 AMConverting A Dictionary Into A Matrix using DictVectorizer
Jun 5, 2019, 10:25:33 PMLogistic Regression
Jun 4, 2019, 8:05:41 PMPrecision
Jun 3, 2019, 3:16:12 PMVariance Thresholding For Feature Selection
Jun 2, 2019, 12:30:51 AMF1 Score
Jun 1, 2019, 12:10:46 AMSelect Date And Time Ranges
May 31, 2019, 1:12:43 AMConvert Strings To Dates
May 30, 2019, 5:40:08 AMTokenize Text
May 29, 2019, 12:15:44 AMRemove Punctuation
May 27, 2019, 11:40:24 PMBag Of Words
May 26, 2019, 10:15:17 PMTerm Frequency Inverse Document Frequency
May 25, 2019, 11:30:44 PMSurvival Analysis
May 24, 2019, 11:43:34 PMDeleting Missing Values
May 23, 2019, 11:18:35 PMParse HTML
May 22, 2019, 11:58:57 PMCalculate The Trace Of A Matrix
May 21, 2019, 10:14:24 PMCalculate The Determinant Of A Matrix
May 20, 2019, 12:56:13 AMDimensionality Reduction With PCA
May 19, 2019, 5:47:43 PMMake Simulated Data For Clustering
May 18, 2019, 10:28:07 PMk-Means Clustering
May 16, 2019, 11:03:30 PMDescribe An Array
May 15, 2019, 11:42:05 PMRandom Forest Classifer
May 14, 2019, 11:55:14 PMHistograms In Pandas
May 13, 2019, 10:25:33 PMLinear Regression
May 12, 2019, 11:08:53 PMLoading scikit-learn's Boston Housing Dataset
May 10, 2019, 9:20:04 PM1039. Minimum Score Triangulation of Polygon
May 9, 2019, 11:02:21 PMReplace Characters
May 8, 2019, 11:43:55 PMAdd Padding Around String
May 7, 2019, 12:08:10 AMCreate a word cloud
May 6, 2019, 11:26:46 PMInvert A Matrix
May 5, 2019, 11:45:59 PMReshape An Array
May 3, 2019, 8:23:39 AMStemming Words and Sentences
May 2, 2019, 11:10:13 PMAdding Or Substracting Time
May 1, 2019, 11:01:08 PM1036. Escape a Large Maze
Apr 30, 2019, 8:17:07 PMOrdinal Encoding using Scikit-learn
Apr 29, 2019, 11:29:15 PMCreate A Sparse Matrix
Apr 28, 2019, 5:00:44 PM1035. Uncrossed Lines
Apr 27, 2019, 1:00:25 PMSelecting Elements In A 1D Array
Apr 22, 2019, 8:42:05 PM1031. Maximum Sum of Two Non-Overlapping Subarrays
Apr 20, 2019, 12:14:39 AMTranspose A Matrix or Tensor
Apr 17, 2019, 10:48:04 PM1026. Maximum Difference Between Node and Ancestor
Apr 16, 2019, 11:14:23 PMLeetCode Top 100 Problem Selection
Apr 15, 2019, 10:27:13 PMSplit-Up: dtreeviz (Part 1)
Apr 14, 2019, 12:54:24 PM1025. Divisor Game (C++)
Apr 7, 2019, 4:52:15 PMMinimalism visualization by matplotlib - Bar chart
Apr 2, 2019, 10:14:38 PMHow to visualize a decision tree beyond scikit-learn
Apr 1, 2019, 11:32:13 PM1019. Next Greater Node In Linked List
Mar 29, 2019, 11:12:36 PMData Exploration Tool - Lantern Part 1
Mar 2, 2019, 8:52:36 PM1000. Minimum Cost to Merge Stones
Mar 2, 2019, 8:52:36 PM1004. Max Consecutive Ones III
Feb 26, 2019, 9:43:34 PMIntroduction to Graphviz in Jupyter Notebook
Feb 26, 2019, 9:11:59 AM617. Merge Two Binary Trees
Feb 22, 2019, 10:11:59 PM995. Minimum Number of K Consecutive Bit Flips
Feb 11, 2019, 10:13:04 PM990 Satisfiability of Equality Equations
Feb 3, 2019, 10:43:19 PM998 Smallest String Starting From Leaf
Feb 3, 2019, 10:41:18 PMUS Census in 2014