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klotz: jupyter* + machine learning*

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1. Cyclical features encoding, it’s about time! | by Pierre-Louis Bescond | Towards Data Science

   2023-08-28 Tags: feature engineering, machine learning, time series, facebook prophet, jupyter, pandas by klotz
2. PandasAI

   See also https://github.com/gventuri/pandas-ai/issues/43

   2023-05-05 Tags: pandas, got, openai, machine learning, jupyter by klotz
3. Enrich your Jupyter Notebook with these tips | by Zolzaya Luvsandorj | Nov, 2021 | Towards Data Science

   $$logloss(theta) = - {1 over m} sum_{i=1}^m (y_i ln(hat p(y_i=1)) + (1-y_i) ln(1-hat p(y_i=1)))$$

   2021-12-01 Tags: jupyter, markdown, latex, visualization, math, formatting, machine learning, data science, documentation, towardsdatascience, medium by klotz
4. Installing FBProphet/Prophet for Time Series Forecasting in Jupyter Notebook | by Handhika Yanuar Pratama | Data Folks Indonesia | Aug, 2021 | Medium

   2021-09-22 Tags: jupyter, facebook prophet, machine learning, time series by klotz
5. JupyterLab Desktop App now available! | by Mehmet Bektas | Sep, 2021 | Jupyter Blog

   2021-09-22 Tags: jupyter, desktop, machine learning by klotz
6. 7 Best Python Packages Kagglers Are Using Without Telling You | Towards Data Science

   2021-08-09 Tags: data science, data engineering, exploratory data analysis, shap, explainability, machine learning, jupyter, python, training, ensemble by klotz
7. Piyal-Banik/Basic_Machine_Learning_Algorithms

   Linear Regression
   Multiple Regression
   Polynomial Regression
   Decision Tree
   Logistic Regression
   K Nearest Neighbor
   Naive Bayes
   Random Forest
   Support Vector Machines
   Principal Component Analysis
   Linear Discriminant Analysis
   K Means Clustering
   Hierarchical Clustering

   2021-07-25 Tags: machine learning, introduction, github, jupyter, python, scikit-learn by klotz
8. Jupyter Tensorflow Docker

   tensorflow jupyter):
   Download the training zip file from drive, extract it
   docker run --rm -it -e JUPYTER_ENABLE_LAB=yes -p 8888:8888 -v /Users/foo/Learn/python/training:/home/jovyan/ jupyter/tensorflow-notebook:latest

   2021-04-29 Tags: jupyter, tensorflow, docker, python by klotz
9. An easy and efficient way to explore a large quantity of images | by Jordan Thieyre | Sep, 2020 | Towards Data Science

   2020-10-06 Tags: image, classification, eda, tableau, jupyter, python, tsne by klotz
10. Machine Learning in the Browser - Towards Data Science

    2020-03-15 Tags: machine learning, jupyter, google collab, kaggle, data science, notebooks by klotz

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