Mel Mashiku's repositories
Bayesian-Statistics-The-Fun-Way
Solutions and workflow for the Bayesian Statistics The Fun Way book in Python
stanford-cme-102-ordinary-differential-equations
VIP cheatsheets for Stanford's CME 102 Ordinary Differential Equations for Engineers
Connect-The-Dots-Generator
Generate connect the dots game from an SVG image
Cthulhu
Arduino Library and Example code for using the Cthulhu Shield
databook_python
IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz
fastapi-react
FastAPI + React + Docker + Nginx
first-order-model
This repository contains the source code for the paper First Order Motion Model for Image Animation
former
Simple transformer implementation from scratch in pytorch.
GraphDMD
Dynamic mode decomposition with dependent structure among observables (Graph DMD)
learn-physics
A library of functions for vector calculus, calculation of electric field, electric flux, magnetic field, and other quantities in mechanics and electromagnetic theory.
learning-topology
Resources for making sense of topology and its concepts
machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
markdown-links
Command that displays a graph of local links between markdown files
Mastering-Machine-Learning-Algorithms-Second-Edition
Mastering Machine Learning Algorithms Second Edition, published by Packt
matlab-koopman
Koopman operator
obamanet
A version of Obamanet that you won't go insane setting up.
python-rasterstats
Summary statistics of geospatial raster datasets based on vector geometries.
pytorch_geometric_temporal
A Temporal Extension Library for PyTorch Geometric
react-ml-app
A machine learning example app: dog classification in the browser
removal-explanations
A lightweight implementation of removal-based explanations for ML models.
simplemde-markdown-editor
A simple, beautiful, and embeddable JavaScript Markdown editor. Delightful editing for beginners and experts alike. Features built-in autosaving and spell checking.
sparky
sample web application built with FastAPI + uvicorn
temporal-gcn-lstm
Code for Characterizing and Forecasting User Engagement with In-App Action Graphs: A Case Study of Snapchat
tensorflow_prophet_influxdb
Forecasting with TensorFlow and Prohpet with InfluxDB_v2.0 in Jupyter Notebook
TensorMol
Tensorflow + Molecules = TensorMol
WSS2020project
mini package for handling PDB files in Wolfram Language
zero-to-mastery-ml
All course materials for ZTM ML on Udemy