hugopalmer / assortment_optimization
Source code from my Master's thesis @Polytechnique Montréal. A solution to the assortment optimization problem, able to deal with large numbers of products.
☆18Updated 7 years ago
Alternatives and similar repositories for assortment_optimization:
Users that are interested in assortment_optimization are comparing it to the libraries listed below
- Code accompanying paper titled "Optimizing Revenue over Data-driven Assortments" (2021)☆24Updated 3 years ago
- Recency, Frequency, and Monetary are three behavioral attributes and are quite simple, in that they can be easily computed for any databa…☆15Updated last year
- (117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.☆25Updated 5 years ago
- Forecasting Uber demand in NYC neighborhoods☆34Updated 6 years ago
- Repo for PyData 2019 Tutorial - New Trends in Estimation and Inference☆25Updated 5 years ago
- Sample data science projects (machine learning, optimization, business intelligence)☆27Updated 6 years ago
- Predicting the Likelihood to Purchase a Financial Product Following a Direct Marketing Campaign☆27Updated 2 years ago
- ☆17Updated 4 years ago
- ☆35Updated this week
- Quick cheat sheet to time series models using NYC Taxi Data☆16Updated 5 years ago
- Market Mix Modelling for an eCommerce firm to estimate the impact of various marketing levers on sales☆41Updated 3 years ago
- Start your journey into social media analysis of politicans by using Python (Tutorial)☆21Updated 6 years ago
- ☆23Updated last year
- ☆26Updated 5 years ago
- An example of how the LIME algorithm can be used to provide real-world insight into the decision processes of a 'black-box' machine learn…☆15Updated 6 years ago
- Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.☆51Updated last year
- Extracting LinkedIn comments from any post and export it to Excel file☆23Updated 6 years ago
- Structural Time Series on US electricity demand data☆22Updated 4 years ago
- Predict whether a student will correctly answer a problem based on past performance using automated feature engineering☆32Updated 4 years ago
- Companion Notebooks and Data for Data Science with Python and Dask from Manning Publications☆51Updated 4 years ago
- Pyspark in Google Colab: A simple machine learning (Linear Regression) model☆36Updated 5 years ago
- Data mining algorithms with Python☆10Updated 5 years ago
- ☆11Updated 6 years ago
- Bandit algorithms for dynamic pricing of many products☆39Updated 5 years ago
- Advanced Text Analytics for Business☆15Updated 7 years ago
- (ml) - python implementation of bayesian media mix modelling with shape and carryover effect☆58Updated 3 years ago
- Introductory overview of Bayesian inference☆44Updated 5 years ago
- Automatic Feature Engineering for Time Series☆17Updated 2 years ago
- Analytics Vidhya Hikeathon☆10Updated 5 years ago
- How to do data science with Optimus, Spark and Python.☆19Updated 5 years ago