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YooHwan. Seol 's Projects

autoviz icon autoviz

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

behavioraldataanalysis icon behavioraldataanalysis

Support files for the O'Reilly book "Behavioral Data Analysis with R and Python" by Florent Buisson

berkshire-shareholder-letter-sentiment-analysis icon berkshire-shareholder-letter-sentiment-analysis

By using app review dataset, Fine tuning Bert (BERT: Pre-training of Deep Bidirectional Transformers) and applied it to Berkshire Hathaway's letters for share-holder and performed sentiment analysis.

causal-inference-in-python-code icon causal-inference-in-python-code

"μ‹€λ¬΄λ‘œ ν†΅ν•˜λŠ” 인과좔둠 with 파이썬" (ν•œλΉ›λ―Έλ””μ–΄, 2024) μ†ŒμŠ€μ½”λ“œ μ €μž₯μ†Œμž…λ‹ˆλ‹€.

causalml icon causalml

Uplift modeling and causal inference with machine learning algorithms

chatdb icon chatdb

Chat with your Database, no more writing SQL queries

customer_churn_analysis icon customer_churn_analysis

In the customer management lifecycle, customer churn refers to a decision made by the customer about ending the business relationship. It is also referred as loss of clients or customers. Customer loyalty and customer churn always add up to 100%. If a firm has a 60% of loyalty rate, then their loss or churn rate of customers is 40%. As per 80/20 customer profitability rule, 20% of customers are generating 80% of revenue. So, it is very important to predict the users likely to churn from business relationship and the factors affecting the customer decisions. We are going to show how logistic regression model using R can be used to identify the customer churn in the telecom dataset.

hs-restaurant-syh icon hs-restaurant-syh

ν˜„λ§ˆμΉ΄μ„Έμ˜ λ‹€μ–‘ν•œ μŠ€ν‚¬λ“€μ„ μ—°μŠ΅ν•΄λ³΄κΈ°

lightweight_mmm icon lightweight_mmm

LightweightMMM πŸ¦‡ is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

ml-youtube-courses icon ml-youtube-courses

A repository to index and organize the latest machine learning courses found on YouTube.

mlflow icon mlflow

Open source platform for the machine learning lifecycle

productive-box icon productive-box

Are you an early 🐀 or a night πŸ¦‰? Let's check out in gist

publicdatareader icon publicdatareader

곡곡 데이터 쑰회λ₯Ό μœ„ν•œ μ˜€ν”ˆμ†ŒμŠ€ 파이썬 라이브러리

pycaret icon pycaret

An open-source, low-code machine learning library in Python

pykakao icon pykakao

카카였 APIλ₯Ό μ‚¬μš©ν•˜κΈ° μœ„ν•œ μ˜€ν”ˆμ†ŒμŠ€ 파이썬 라이브러리

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