Discover @khuyentran1401 Open Source projects

Khuyen Tran (@khuyentran1401)

khuyentran1401

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Jupyter Notebook
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HTML
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Data-science

Collection of useful data science topics along with articles, videos, and code

Jupyter Notebook

Efficient_Python_tricks_and_tools_for_data_scientists

Efficient Python Tricks and Tools for Data Scientists

Jupyter Notebook

data-science-template

Template for a data science project

awesome-Python-data-science-books

Probably the best curated list of data science books in Python

machine-learning-articles

List of interesting articles on different topics of machine learning and deep learning

reproducible-data-science

Tutorials on creating a reproducible and maintainable data science project

Jupyter Notebook

rich-dataframe

Create animated and pretty Pandas Dataframe

cicd-mlops-demo

Demo for CI/CD in a machine learning project

Machine-learning-pipeline

Example machine learning pipeline with MLflow and Hydra

top-github-scraper

Scape top GitHub repositories and users based on keywords

Python-data-science-code-snippet

Useful data science and Python code snippets at Data Science Simplified

Jupyter Notebook

khuyentran1401

prefect2-mlops-demo

Demo on how to use Prefect 2 in an ML project

employee-future-prediction

Demo for Using GitHub Actions in MLOps

Jupyter Notebook

prefect-mlops-recipes

Tutorials/use cases of using Prefect in an ML project.

hydra-demo

analyze_github_feed

Create a local dashboard to visualize and filter your GitHub feed

prefect-docker

Demo on how to use Prefect with Docker

prefect-dvc

python_snippet

Python and data science snippets on the command line

Task-scheduler-problem

Jupyter Notebook

hydra_demo

detect-data-drift-pipeline

A pipeline to detect data drift and retrain the model when there is drift

dog_classifier

A simple app to classify dogs using fastai and streamlit.

Jupyter Notebook

same-stats-different-graphs

Create datasets with different graphs but the same statistics

kedro_demo

A demo of a data science project using Kedro

Numerical-Optimization-Machine-learning

Codes for popular numerical optimization methods and machine learning algorithms

Jupyter Notebook

Applied-Integer-Programming-with-Python

Jupyter Notebook

prefect-alert

A decorator that sends alert when a Prefect flow fails

linear-programming-with-PuLP

Jupyter Notebook

Voronoi-diagram

Implementation of voronoi diagram with incremental algorithm

Jupyter Notebook

iris-prefect

aboutKhuyen

Website showing some of my accomplishments

kdtree-implementation

prefect-course

Data-science-videos

Videos for Data Science Simplified YouTube Channel

Jupyter Notebook

Extract-text-from-article

Jupyter Notebook

dagshub-demo

Demo of DagsHub

Jupyter Notebook

strip_interactive

Strip and execute interactive Python string in a Python script

Web-Scrapping-Wikipedia

Jupyter Notebook

Speed-Dating

Explore the factors that make a yes/no in a fast dating setup

dbt-demo

dataset

Cython

atoti_project

An example data science project using atoti

Author-Profiling

Jupyter Notebook

animated_bar_chart

Jupyter Notebook

google_trend

Jupyter Notebook

deploy_atoti

test-gpt-commit

refactor_function

5 Steps to Transform Messy Functions into Production-Ready Code

Suicide-rates

Jupyter Notebook

MNIST-gradient-descent

Implementation of gradient descent from scratch with binary cross entrophy loss

Jupyter Notebook

nyc_property_sales

Jupyter Notebook

creative-developer-blog

Web-scrape-Ghibli-Movie-Database

Jupyter Notebook

github_analysis

Analyze top users on Github

world-population-prediction

Simple prediction of world population using Linear Regression

Jupyter Notebook

code_image_to_text

my-ds

talk_demos

Collections of code for meetups and conferences

EPS-Y

Jupyter Notebook

Game-of-Thrones-And-Graph

https://towardsdatascience.com/how-to-visualize-social-network-with-graph-theory-4b2dc0c8a99f

Jupyter Notebook

visualize_github

Jupyter Notebook

Flask

mlops-kestra-workflow

Demo on an automated model training workflows triggered by S3

Computational-Geometry

Jupyter Notebook

Web-scrapping

In this repository, I use Beautiful Soup to extract data from websites to gain insights for further analysis

Jupyter Notebook

KNN-and-Bayes-Classifier

The implementation and comparison of Optimal Bayes with symmetric loss and KNN Classifier

Time-Python-Objects

Jupyter Notebook

analyze-happiness-report

Jupyter Notebook

predict-heart-disease

Jupyter Notebook

Non-negative-least-squares

Jupyter Notebook

Recursion-examples

Jupyter Notebook

voyce

pretty-text

A package to create pretty text in 1 command line

Union-algorithms

Jupyter Notebook

python-project

article-analysis

Jupyter Notebook

dbt-mage

zenml_example

An end-to-end project using ZenML

Ghibli-scrape-analysis

Jupyter Notebook

customed-nitpick

Customized configurations for nitpick

pandas-processors

Sample_datapane_script

This repo shows how to use Datapane create a simple script to see the rank of the authors or publications with respect to publishing frequency

Jupyter Notebook

gapminder

Jupyter Notebook