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The-Data-Alchemists-Manipal / MindWave

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.
MIT License
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GSSOC'2023: Predicting Credit card approvals #190

Open sadhana70 opened 1 year ago

sadhana70 commented 1 year ago

💥 Proposal

(A clear and concise description of what the proposal is.) We will build an automatic credit card approval predictor using machine learning techniques, just like the real banks do. Assign me an issue.

theyashwanthsai commented 1 year ago

@sadhana70 Can you please provide the link for the dataset you will use? And also please tell us more specifically which ml models you will be using.

sadhana70 commented 1 year ago

https://github.com/sadhana70/Datacamp-Projects/blob/main/Predicting%20Credit%20Card%20Approvals/datasets/cc_approvals.data

I'll be using LogisticRegression and perform grid search using GridSearchCV and also preprocess using MinMaxScaler.

theyashwanthsai commented 1 year ago

@sadhana70 if there is a kaggle link, please provide it. I will be assigning you the issue.

theyashwanthsai commented 1 year ago

@sadhana70 - you can go ahead! We are assigning you 21 days for this project, after which it will be assigned to someone else if not completed. All the best! Name the file as: algorithm_dataset.ipynb and link it in the readme of the labeled directory as algorithm - dataset.

megha-ahirwar commented 1 year ago

Is this completed? or can i continue with this one?