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Maximum likelihood estimation
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Nipun Batra
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Log-sum-exp
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Nipun Batra
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Apr 25, 2023
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SVM with RBF kernel
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Nipun Batra
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Apr 25, 2023
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SVM Soft Margin
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Nipun Batra
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Apr 25, 2023
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SVM with RBF kernel Gamma Factor
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Nipun Batra
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Apr 20, 2023
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SVM
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Nipun Batra
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Apr 20, 2023
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SVM Kernel
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Nipun Batra
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Apr 19, 2023
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KMeans initialisation
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Nipun Batra
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Apr 18, 2023
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Number of clusters in K-means
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Nipun Batra
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Apr 18, 2023
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Hierarchical Clustering
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Nipun Batra
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Apr 16, 2023
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Curse of Dimensionality
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Nipun Batra
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Apr 16, 2023
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Image Segmentation using K-Means Clustering
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Nipun Batra
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Apr 14, 2023
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Movie Recommendation using KNN and Matrix Factorization
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Nipun Batra
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Apr 14, 2023
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Image Completion using Matrix Factorization
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Nipun Batra
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Apr 13, 2023
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Parametric v/s Non-Parametric
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Nipun Batra
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Apr 4, 2023
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KNN LSH
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Nipun Batra
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Apr 4, 2023
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1d CNN
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Nipun Batra
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Apr 4, 2023
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Autodiff
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Nipun Batra
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Apr 3, 2023
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CNN
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Nipun Batra
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Mar 31, 2023
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Generating names using MLPs
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Nipun Batra
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Mar 1, 2023
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AutoDiff in JAX and PyTorch
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Nipun Batra
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Feb 28, 2023
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Logistic Regression
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Nipun Batra
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Feb 28, 2023
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Neural Network
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Nipun Batra
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Feb 16, 2023
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Gradient Descent
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Nipun Batra
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Feb 14, 2023
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Taylor Series
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Nipun Batra
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Feb 10, 2023
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Conditioning and Linear Regression
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Nipun Batra
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Jan 31, 2023
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Maths and JAX
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Nipun Batra
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Jan 31, 2023
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Maths and JAX: Low Rank
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Nipun Batra
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Jan 31, 2023
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Linear Regression: Geometric Perspective
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Nipun Batra
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Jan 31, 2023
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CNN Edge 2d
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Nipun Batra
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Jan 17, 2023
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Grid Search
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Nipun Batra
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Jan 17, 2023
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Some Python Utilities
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Nipun Batra
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Jan 17, 2023
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Dataset splitting for machine learning
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Nipun Batra
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Jan 12, 2023
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DT Regression
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Nipun Batra
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Jan 12, 2023
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Pandas tips
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Nipun Batra
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Jan 10, 2023
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Misc tips
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Nipun Batra
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