guilan's starred repositories
free-programming-books
:books: Freely available programming books
coding-interview-university
A complete computer science study plan to become a software engineer.
build-your-own-x
Master programming by recreating your favorite technologies from scratch.
papers-we-love
Papers from the computer science community to read and discuss.
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 linear regression to deep learning.
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
tidytuesday
Official repo for the #tidytuesday project
data-science-blogs
A curated list of data science blogs
cheatsheets
Posit Cheat Sheets - Can also be found at https://posit.co/resources/cheatsheets/.
have-fun-with-machine-learning
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
awesome-dataviz
:chart_with_upwards_trend: A curated list of awesome data visualization libraries and resources.
free-data-science-books
Free resources for learning data science
littleosbook
Source for the little book about OS development
awesome-visualization-research
A list of recommended research papers and other readings on data visualization
interpretable_machine_learning_with_python
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
RLadiesIntroToPurrr
An introduction to the purrrr package + example workflow.
maths-learning-path
This is my maths learning path. Best courses I've found to learn calculus, algebra, ...
PyGotham_2016_Probabilistic_Graphical_Models
Presentation + Jupyter Notebook from PyGotham July 2016
Moodle-Downloader
Automatic Moodle Downloader Script
eringrand.github.io
Using Jekyll Now theme to start a website
Playground
It's just playground to play with languages, algorithms and other stuff and collect them in comprehensive place
CPU_Scheduling_Simulation
Simulates two operating system scheduling algorithms: First Come First Served (FCFS) and Round Robin (RR)