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1. Convex-Optimization-Homework-Barrier-method Convex-Optimization-Homework-Barrier-method Public

   The goal of this homework was to implement the barrier method in order to solve a general quadratic problem with two Newton methods (damped Newton method and backtracking line-search Newton method…

   Python 3

2. Probabilistic-Graphical-Models-Homework-1-Classification Probabilistic-Graphical-Models-Homework-1-Classification Public

   The goal of this homework was to implement LDA, linear regression, logistic regeression and QDA, use them to classify a dataset and then analyse the results.

   Jupyter Notebook

3. Probabilistic-Graphical-Models-Homework-2-K-means-EM-algorithms Probabilistic-Graphical-Models-Homework-2-K-means-EM-algorithms Public

   The goal of this homework was to implement, test and analyse K-means and EM algorithms in the case of Gaussian mixtures (clustering and MLE with latent variables).

   Jupyter Notebook

4. Probabilistic-Graphical-Models-Homework-3-HMM Probabilistic-Graphical-Models-Homework-3-HMM Public

   The goal of this homework was to implement, test and analyse Forward-Backward, EM and Viterbi algorithms for HMM.

   Jupyter Notebook

5. Digit-recognition Digit-recognition Public

   This repository contains an implementation of a fully-connected neural network to recognize handwritten digits.

   Jupyter Notebook

6. BERT_botcamp19 BERT_botcamp19 Public

   Forked from sayankotor/BERT_botcamp19

   step-by-step analysis of the application of BERT embeddings for the classification problem

   Jupyter Notebook