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skshiraj's Projects

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

models icon models

Models and examples built with TensorFlow

my-projects-arsenal icon my-projects-arsenal

Here are the projects I worked on in machine learning and deep learning concepts under the guidance and supervision from Applied AI course. The programming language I've used is python.

naivebayes icon naivebayes

Implementation of Naive Bayes Algorithm Using Donors Choose Dataset

papers icon papers

Summaries of machine learning papers

python_tutorial_ques icon python_tutorial_ques

Complex Python programming practice questions without Scikit_Learn or numpy to hone skills for data science.

regression icon regression

It has a working comparison study between Linear regression and Support vector regression.

rf_gbdt_dt_svm icon rf_gbdt_dt_svm

This Repository contains Assignments regarding Random Forest, GBDT, Decision Trees and SVM

sgd icon sgd

Implementing Logistc Regression with L2 regularization Using SGD: without using sklearn

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