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Add argparse.
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Move auto-commit from Miscellaneous to Automation.

Move logistic regression threshold from Miscellaneous to Machine learning.

Sort articles in each section alphabetically.
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smortezah committed May 2, 2024
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- [Credit card fraud detection](anomaly-detection/fraud-detection.ipynb): detecting fraudulent transactions in a dataset using neural networks

## :factory: Automation

- [Auto commit to GitHub](automation/auto-commit): automating the process of committing and pushing changes to GitHub

## :camera: Computer Vision

- [Ants vs bees image classification](computer-vision/ants-bees-classification/image-classification.ipynb): an app for classification of images, employing deep learning models

## 🧩 Data Structures

- [Sorting](data-structure/sorting-popular.ipynb): a guide to popular sorting algorithms in Python
- [Hashing](data-structure/hashing.ipynb): an introduction to hashing, its applications, and Python implementation
- [Sorting](data-structure/sorting-popular.ipynb): a guide to popular sorting algorithms in Python

## :mag: EDA (Exploratory Data Analysis)

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- [KerasTuner](hypertune/kerasTuner.ipynb): hyperparameter tuning using [KerasTuner](https://keras.io/keras_tuner/) library
- [Optuna](hypertune/optuna.ipynb): hyperparameter tuning with [Optuna](https://optuna.org/) library

## :package: Miscellaneous
## :robot: Machine Learning

- [Auto commit](misc/auto-commit): automating the process of committing and pushing changes to GitHub
- [Finding best threshold for logistic regression](misc/threshold-logistic-regression.ipynb): different methods to find the optimal threshold for logistic regression
- [Best threshold for logistic regression](machine-learning/threshold-logistic-regression.ipynb): different methods to find the optimal threshold for logistic regression

## :lock: Privacy

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## :snake: Python

- [Lambda](python/lambda.ipynb): an introduction to lambda functions in Python
- [Generators](python/generator.ipynb): a hands-on guide to Python generators
- [Pattern matching](python/match-case.ipynb): a guide to pattern matching in Python with `match-case` statement
- [Argument parsing](python/argparse.ipynb): a guide to argument parsing using `argparse` module
- [Generators](python/generator.ipynb): a hands-on guide to generators
- [Lambda](python/lambda.ipynb): an introduction to lambda functions
- [Pattern matching](python/match-case.ipynb): a guide to pattern matching with `match-case` statement

## :chart_with_upwards_trend: Statistical analysis

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## :desktop_computer: Terminal

- [Rich](terminal/rich/rich.ipynb): formatting text in the terminal using [Rich](https://github.com/Textualize/rich) library
- [jq](terminal/jq.ipynb): JSON manipulating with [jq](https://jqlang.github.io/jq/)
- [Rich](terminal/rich/rich.ipynb): formatting text in the terminal using [Rich](https://github.com/Textualize/rich) library

## :hourglass_flowing_sand: Time-series

- [Prevent overfitting](time-series/prevent-overfitting.ipynb): preventing overfitting in time series forecasting using different techniques
- [Forecasting with sktime](time-series/sktime.ipynb): time-series forecasting using [sktime](https://github.com/sktime/sktime) library
- [Prevent overfitting](time-series/prevent-overfitting.ipynb): preventing overfitting in time series forecasting using different techniques

## :art: Visualization

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