Denis Muturi's Projects
ADS is the Oracle Data Science Cloud Service's python SDK supporting, model ops (train/eval/deploy), along with running workloads on Jobs and Pipeline resources.
AtmoRep model code
List of summer schools in machine learning + related fields across the globe
Demo bear classifier with fastai and Voila
Interactive Data Visualization in the browser, from Python
BuildingAI cource repo
Official Matplotlib cheat sheets
For Google Colab Users
Public facing notes page
Config files for my GitHub profile.
The Open Images dataset
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Deep Residual Learning for Image Recognition
A MNIST-like fashion product database. Benchmark :point_down:
The fastai book, published as Jupyter Notebooks
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
Deep-learning inversion: A next-generation seismic velocity model building method
Plural site course by Gill Cleeren
Spatial data processing for geomodeling
GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.
Documentation for Google's Generative AI developer site
Analysis tools for designing geothermal power systems in uncertain subsurface conditions
A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, NASA CMR, and STAC Index
Educational repository with Jupyter Notebooks all around the topic of geothermal energy
Google Research
Code accompanying my blog post: So, what is a physics-informed neural network?