Ashwin Nair's starred repositories
awesomeMLSys
An ML Systems Onboarding list
Awesome-Graph-LLM
A collection of AWESOME things about Graph-Related LLMs.
the-book-of-secret-knowledge
A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.
streamlit-map-template
A streamlit template for mapping applications
codecarbon
Track emissions from Compute and recommend ways to reduce their impact on the environment.
engineering-blogs
A curated list of engineering blogs
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
effective-pandas
Source code for my collection of articles on using pandas.
geodataflow
Geoprocessing framework for geographical & Earth Observation (EO) data
pytorch-optimizer
torch-optimizer -- collection of optimizers for Pytorch
sentinelsat
Search and download Copernicus Sentinel satellite images
Hyperspectral_Image_Analysis_Simplified
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
CppCoreGuidelines
The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++
opencv-docker
Dockerfile for OpenCV 3.2 with CUDA enabled
Awesome-DEM
Overview of Digital Elevation Model (DEM) datasets
ml-pen-and-paper-exercises
Pen and paper exercises in machine learning
MLE-Flashcards
200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.
Cesium-GeoserverTerrainProvider
plug in to use geoserver as terrain provider
generalizablersc
Cross-dataset Learning for Generalizable Land Use Classification (PyTorch)