pranavesh-panakkal Goto Github PK

ceve-562-python-demo

CEVE 562 Python demo

damagefunctions

Residential damage functions

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

fastbook

The fastai book, published as Jupyter Notebooks

flood-map

A simple web map to visualize flood information on maps

introduction_to_xarray

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

lightning-hydra-template

PyTorch Lightning + Hydra. A very general, feature-rich template for rapid and scalable ML experimentation with best practices. ⚡🔥⚡

opensafe

Open Source Situational Awareness Models for Urban Sensing

opensafe-mobility

A real-time situational awareness framework for flood impact on road transportation networks.

pranavesh-panakkal

Config files for my GitHub profile.

pranavesh-panakkal.github.io

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

prodigy-recipes

🍳 Recipes for the Prodigy, our fully scriptable annotation tool

public_data

pytorch_tempest

My repo for training neural nets using pytorch-lightning and hydra

rainyday2

RainyDay Rainfall Hazard Analysis System

resilience

Open source models for infrastructure resilience

statistical-rethinking

Following along with Statistical Rethinking text on Bayesian modeling by McElreath

statistical_rethinking_with_brms_ggplot2_and_the_tidyverse

The bookdown version lives here: https://bookdown.org/content/3890

statistical_rethinking_with_brms_ggplot2_and_the_tidyverse_2_ed

The bookdown version lives here:

zettlr-latex-academic

Zettlr custom theme inspired by Academic theme of Typora and Latex PDF output