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1. Hangman-Solution Hangman-Solution Public

   An agent to play the game of Hangman in both information retrieval and word guessing scenarios.

   Python 1 3

2. Gradient-Descent-for-Linear-Regression Gradient-Descent-for-Linear-Regression Public

   A class of methods for computing feature weights in a linear regression problem

   Python

3. Linear-Classifiers Linear-Classifiers Public

   A class of classifiers including logistic regression and softmax classification is defined. Working of the classifiers is demonstrated on randomly generated datasets. Lastly, we use the softmax cla…

   Jupyter Notebook 1

4. CNN_Classifier CNN_Classifier Public

   Implementation of a LeNet like architecture to classify handwritten digits.

   Jupyter Notebook 1

5. Comparision-of-linear-solvers-for-solving-a-2D-diffusion-equation Comparision-of-linear-solvers-for-solving-a-2D-diffusion-equation Public

   Solving a 2D diffusion equation using finite volume methods requires one to invert huge sparse matrices. We compare iterative methods such as Gauss-Siedel method, line-by-line TDMA method, Steepest…

   C 1 1

6. Direct-Methods-for-Matrix-Inversion Direct-Methods-for-Matrix-Inversion Public

   Comparison of Adjoint method, Gaussian elimination, LU Decomposition and Tri Diagonal matrix algoritm (Thomas algo)

   C 1