Pinned Repositories
cheatsheets
My cheatsheets
ClassicComputerScienceProblemsInPython
Source Code for the Book Classic Computer Science Problems in Python
Data-Visualization
Data Visualization with Python
drawing-to-learn
A project to study whether drawing is a useful strategy to learn about abstract scientific concepts.
ethical-fashion-recomendations
A project to build a recommendation system that recommends more ethical alternatives to fast-fashion pieces.
gitignore
A collection of useful .gitignore templates
movie-recomendations
A class project to design an ethical movie recommendation system
rap-music-analysis
sarahamiraslani.github.io
Sarah's professional portfolio. Template retrieved from https://github.com/alshedivat/al-folio.
solar-wind-coronal-origin
This project uses in-situ measurements and unsupervised learning to cluster solar wind with similar properties and map it to its coronal origins, aiming to enhance predictions of heliospheric phenomena through machine learning.
SarahAmiraslani's Repositories
SarahAmiraslani/Lectures-Sp23
PDFs for the slides from Spring 2023 COGS 108 at UCSD
SarahAmiraslani/movie-recomendations
A class project to design an ethical movie recommendation system
SarahAmiraslani/nx_altair
Draw interactive NetworkX graphs with Altair
SarahAmiraslani/san-diego-collisions
Using geospatial data, this repository explores whether the location of popular clubs and bars in San Diego County is related to traffic collisions reported between 2015 and 2019.
SarahAmiraslani/solar-wind-coronal-origin
This project uses in-situ measurements and unsupervised learning to cluster solar wind with similar properties and map it to its coronal origins, aiming to enhance predictions of heliospheric phenomena through machine learning.
SarahAmiraslani/aas
Code to accompany Advanced Analytics with Spark from O'Reilly Media
SarahAmiraslani/drawing-to-learn
A project to study whether drawing is a useful strategy to learn about abstract scientific concepts.
SarahAmiraslani/ethical-fashion-recomendations
A project to build a recommendation system that recommends more ethical alternatives to fast-fashion pieces.
SarahAmiraslani/rap-music-analysis
SarahAmiraslani/sarahamiraslani.github.io
Sarah's professional portfolio. Template retrieved from https://github.com/alshedivat/al-folio.
SarahAmiraslani/actions-gh-pages
GitHub Actions for GitHub Pages 🚀 Deploy static files and publish your site easily. Static-Site-Generators-friendly.
SarahAmiraslani/al-folio
A beautiful, simple, clean, and responsive Jekyll theme for academics
SarahAmiraslani/awesome-for-beginners
A list of awesome beginners-friendly projects.
SarahAmiraslani/blog-posts
This repository contains the code accompanying my blog posts on my website sarahamiraslani.com.
SarahAmiraslani/bokeh
Interactive Data Visualization in the browser, from Python
SarahAmiraslani/cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
SarahAmiraslani/first-contributions
🚀✨ Help beginners to contribute to open source projects
SarahAmiraslani/formula1-predictions-track-clustering
This project leverages the power of machine learning to revolutionize our understanding of motorsport racing dynamics. By combining supervised and unsupervised learning techniques, we offer a dual approach to analyzing race outcomes and track characteristics.
SarahAmiraslani/lime
Lime: Explaining the predictions of any machine learning classifier
SarahAmiraslani/machine-learning-specialization-andrew-ng
A collection of notes and implementations of machine learning algorithms from Andrew Ng's machine learning specialization.
SarahAmiraslani/ml-powered-applications
Companion repository for the book Building Machine Learning Powered Applications
SarahAmiraslani/project-based-learning
Curated list of project-based tutorials
SarahAmiraslani/pyspark_tutorials
Machine Learning for Big Data using PySpark with real-world projects
SarahAmiraslani/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
SarahAmiraslani/sarahamiraslani
Public README
SarahAmiraslani/shap
A game theoretic approach to explain the output of any machine learning model.
SarahAmiraslani/The-Python-Graph-Gallery
A website displaying hundreds of charts made with Python
SarahAmiraslani/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
SarahAmiraslani/Tutorials
Introductory tutorial notebooks for learning data science, as part of the Data Science in Practice materials.
SarahAmiraslani/WhirlwindTourOfPython
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"