rahulprabhakaran Goto Github PK

ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2021

automatic-fracture-detection-code

Supplement to Solid Earth manuscript se-2019-104

bluefog

Distributed and decentralized training framework for PyTorch over graph

cvxpy

A Python-embedded modeling language for convex optimization problems.

dutch-word-lists

fracture-graphs

Code supplement to the manuscript, "Prabhakaran et al (2021), Large-scale fracture network patterns: Insights from automated mapping in the Lilstock (Bristol Channel) limestone outcrop"

fracture_fingerprint

This repository is the Code Supplement to the manuscript preprint, "Prabhakaran et al [2021], Investigating Spatial Heterogeneity within Fracture Networks using Hierarchical Clustering and Graph Distance Metrics"

geodatasets.jl

Common geographic data sets

graphspectrometer

Scripts and utilities for analyzing graphs using Fiedler vectors and spectral graph theory.

insect-wing-venation-patterns

Code corresponding to the manuscript "A simple developmental model recapitulates complex insect wing venation patterns" PNAS 2018

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

mesa

Mesa is an agent-based modeling framework in Python

ogs5

OpenGeoSys THM/C simulator version 5

openpnm

A Python package for performing pore network modeling of porous media

osemosys

OSeMOSYS - the Open Source Energy Modelling System

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

precice

A coupling library for partitioned multi-physics simulations, including, but not restricted to fluid-structure interaction and conjugate heat transfer simulations.

pypsa

PyPSA: Python for Power System Analysis

pythonicgeodynamics

Set of Jupyter Notebooks related to the textbook "Pythonic Geodynamics"

raven

RAVEN is a flexible and multi-purpose probabilistic risk analysis, validation and uncertainty quantification, parameter optimization, model reduction and data knowledge-discovering framework.

size-and-shape-of-insect-wings

Code accompanying "Size and shape of insect wings" by M. Salcedo, J. Hoffmann, S. Donoughe, and L. Mahadevan.

yolo_segmentation

image (semantic segmentation) instance segmentation by darknet or yolo