Machine Learning Models

Implementation of various models.
Analysis and Visualisation of Dataset.
Preprocessing of dataset.
Recommender System and Matrix Factorization.

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
Adagrad and Momentum.ipynb		Adagrad and Momentum.ipynb
Custom KMean.ipynb		Custom KMean.ipynb
Custom Matrix Factorisation.ipynb		Custom Matrix Factorisation.ipynb
Data Analysis of MovieLens.ipynb		Data Analysis of MovieLens.ipynb
Gradient Descent with Custom Steplength.ipynb		Gradient Descent with Custom Steplength.ipynb
Gradient Descent with Logistic Linear.ipynb		Gradient Descent with Logistic Linear.ipynb
KMean LargeDataset.ipynb		KMean LargeDataset.ipynb
Linear Regression and Preprocessing.ipynb		Linear Regression and Preprocessing.ipynb
Linear Regression.ipynb		Linear Regression.ipynb
README.md		README.md
Recommender System.ipynb		Recommender System.ipynb
Regularisation.ipynb		Regularisation.ipynb
SMS Classifier.ipynb		SMS Classifier.ipynb
Spam Classifier.ipynb		Spam Classifier.ipynb
kNN with Red and White winedata.ipynb		kNN with Red and White winedata.ipynb

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Adagrad and Momentum.ipynb

Adagrad and Momentum.ipynb

Custom KMean.ipynb

Custom KMean.ipynb

Custom Matrix Factorisation.ipynb

Custom Matrix Factorisation.ipynb

Data Analysis of MovieLens.ipynb

Data Analysis of MovieLens.ipynb

Gradient Descent with Custom Steplength.ipynb

Gradient Descent with Custom Steplength.ipynb

Gradient Descent with Logistic Linear.ipynb

Gradient Descent with Logistic Linear.ipynb

KMean LargeDataset.ipynb

KMean LargeDataset.ipynb

Linear Regression and Preprocessing.ipynb

Linear Regression and Preprocessing.ipynb

Linear Regression.ipynb

Linear Regression.ipynb

README.md

README.md

Recommender System.ipynb

Recommender System.ipynb

Regularisation.ipynb

Regularisation.ipynb

SMS Classifier.ipynb

SMS Classifier.ipynb

Spam Classifier.ipynb

Spam Classifier.ipynb

kNN with Red and White winedata.ipynb

kNN with Red and White winedata.ipynb

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Machine Learning Models

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