How To #11: Hybrid Recommendation System — Online Platform“It is not the employer who pays the wages. Employers only handle the money. It is the customer who pays the wages.” — Henry FordOct 17, 2024Oct 17, 2024
How to #10: What To Do With Average Treatment Effects and Data“A good impression is lost so quickly.” — MonetOct 17, 2024Oct 17, 2024
How To # 9: Causal Inference Methods-DeepIV against Causal ForestDMLtreatment_model = keras.Sequential([keras.layers.Dense(128, activation=’relu’, input_shape=(W.shape[1]+1,)), keras.layers.Dropout(0.17)…Sep 9, 2024Sep 9, 2024
How to #8: Multi-treatment and optimal policy with EconMl and DoWhy“I’m hard at it, working stubbornly on a series of different effects, but at this time of the year the sun sets so fast that it’s…Feb 22, 2024Feb 22, 2024
How to #7: A/B testing with DoWhy and EconML“Painting of Gauss” -Christian JensenFeb 12, 2024Feb 12, 2024
How to #6: Solving an imbalanced multi-commodity transportation problem“I have such a desire to do everything, my head is bursting with it.” — MonetJun 23, 2023Jun 23, 2023
How to #5: 3D Bin Packing“The rhythm of relations of r elations of color and size make the absolute appear in the relativity of time and space” — Piet MondrianJun 12, 2023Jun 12, 2023
HOW TO #4: MULITPLE SHOOTING WITH DIFFEQFLUX.JL“There is no accident, just as there is no beginning and no end” — J. PollockFeb 1, 2023Feb 1, 2023
How to #3 : Tree Optimization for XGBoost.“Exactitude is not truth” — Henri MatisseJan 16, 2023Jan 16, 2023
How to #2: Load Model from Endpoint for Inference with AWS“My name is Marc, my emotional life is sensitive and my purse is empty, but they say I have talent” — Marc ChagallNov 6, 2022Nov 6, 2022
How to: XGboost and Hyperparameter Tuning with AWS“Don’t bother about being modern. Unfortunately, it is the one thing that, whatever you do, cannot avoid.” -Salvador DaliOct 20, 2022Oct 20, 2022
Markowitz In A Recession“I thought I was going to be a bum for the rest of my life” -Jean Michel BasquiatOct 17, 2022Oct 17, 2022
Translating Audio with Python“The day will come when the man at the telephone will be able to see the distant person to whom he is speaking” - Alexander Graham BellSep 28, 2022Sep 28, 2022
Three Dimensional Traveling Salesman Problem“Everything you can imagine is real”- Pablo picassoJul 17, 2022Jul 17, 2022
Primary Dual Hybrid Gradient Algorithm for Game Theory“Mathematics is not only real, but it is the only reality” — Martin GardnerJul 7, 2022Jul 7, 2022
Predicting State of Health and Lifecycle of Li-ion Batteries (pt.2)“I put my heart and my soul into my work, and have lost my mind in the process”Jun 15, 2022Jun 15, 2022
Predicting State of Health and Lifecycle of Li-ion Batteries (pt.1)“Man cannot change or escape his time” -Salvador DaliMay 31, 2022May 31, 2022
Traveling Salesman Problem With the 2-opt AlgorithmThe Traveling Salesman Problem is a classic part of both combinatorial mathematics and computer science. The problem states that a…May 18, 20221May 18, 20221
XGBOOST ALGORITHM FOR CLASSIFICATIONExtreme gradient boosting is often seen as being more accurate than logistic regression and many other classification algorithms. The…May 11, 2022May 11, 2022
Tuning Hyperparameters of a Logistic Regression ClassifierTo Fund Or Not To fund?Apr 19, 2022Apr 19, 2022
