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Asel Mendis's Projects

basic_model_scratch icon basic_model_scratch

Implementation of some classic Machine Learning model from scratch and benchmarking against popular ML library

bookdown icon bookdown

Authoring Books and Technical Documents with R Markdown

datacamp-light icon datacamp-light

Convert any blog or website to an interactive learning platform for data science

datasets icon datasets

A collection of datasets ready to use with TensorFlow

dbx icon dbx

A fast, easy-to-use database library for R

expss icon expss

expss: Tables with Labels in R

fontawesome icon fontawesome

Easily insert FontAwesome icons into R Markdown docs and Shiny apps

ggedit icon ggedit

Interactively edit ggplot layer aesthetics and theme definitions

ggstatsplot icon ggstatsplot

Collection of functions to enhance ggplot2 plots with results from statistical tests.

hide_code icon hide_code

Code, prompt and output hiding for Jupyter/IPython notebooks.

homemade-machine-learning icon homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

itbreg icon itbreg

Introduction to Bayesian Regression Methods

jupyter icon jupyter

Jupyter metapackage for installation, docs and chat

knowledge-repo icon knowledge-repo

A next-generation curated knowledge sharing platform for data scientists and other technical professions.

lmeminr icon lmeminr

materials for Linear Mixed Effect Modeling workshop

mit-deep-learning icon mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

mitx-6.00.1x icon mitx-6.00.1x

Coding exercises and Problem Sets for MITx: 6.00.1x Introduction to Computer Science and Programming Using Python, EdX, Aug-Nov 2016

mlflow icon mlflow

Open source platform for the machine learning lifecycle

mlxtend icon mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

moderndive_book icon moderndive_book

Statistical Inference via Data Science: A moderndive into R and the tidyverse

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