This repository includes my contribution in the kaggle community. It is completed by me for academic, self learning, and hobby purposes.
- Titanic - Machine Learning from Disaster: Create a model that predicts which passengers survived the Titanic shipwreck. It uses random forest for binary classification.
- Binary Prediction of Poisonous Mushrooms: Predict whether a mushroom is edible or poisonous based on its physical characteristics.
Install dependencies using pip (Refer Environment through PIP). Alternatively, create environment using environment.yml with Anaconda (Refer Environment through conda).
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Download and Install Python:
Ensure you have the last Python version installed. If not, download and install it from Python's official website. For detailed instructions, refer to the tutorials:
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Install the required packages:
pip install -r requirements.txt
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If Anaconda is not installed, Download and Install Anaconda:
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Create the Conda Environment: Run the following command to create a new environment using the environment.yml file:
conda env create -f environment.yml
This command will download and install all the dependencies specified in the environment.yml file.