Francesco G. Brundu's starred repositories
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
prettymaps
A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
LLocalSearch
LLocalSearch is a completely locally running search aggregator using LLM Agents. The user can ask a question and the system will use a chain of LLMs to find the answer. The user can see the progress of the agents and the final answer. No OpenAI or Google API keys are needed.
cpp-cheat-sheet
C++ Syntax, Data Structures, and Algorithms Cheat Sheet
cpp-cheatsheet
Modern C++ Cheatsheet
Best_AI_paper_2020
A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code
awesome-latex-drawing
Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.
dot-to-ascii
Graphviz to ASCII converter using Graph::Easy
awesome-bayesian-deep-learning
A curated list of resources dedicated to bayesian deep learning
EnhancedVolcano
Publication-ready volcano plots with enhanced colouring and labeling
openproblems
Formalizing and benchmarking open problems in single-cell genomics
awesome-bayes
List of resources for bayesian inference
genomeview
An extensible python-based genomics visualization engine