FelipeCabelloE

Open-Sora

Open-Sora: Democratizing Efficient Video Production for All

cog

Containers for machine learning

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries

deepxde

A library for scientific machine learning and physics-informed learning

course22

The fast.ai course notebooks

framework

A static site generator for data apps, dashboards, reports, and more. Observable Framework combines JavaScript on the front-end for interactive graphics with any language on the back-end for data analysis.

pythia

The hub for EleutherAI's work on interpretability and learning dynamics

maxas

Assembler for NVIDIA Maxwell architecture

data

Overture Maps Data

dolma

Data and tools for generating and inspecting OLMo pre-training data.

Kubernetes-GPU-Guide

This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.

GeoSeg

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.

DiffusionFastForward

DiffusionFastForward: a free course and experimental framework for diffusion-based generative models

LSKNet

(ICCV 2023) Large Selective Kernel Network for Remote Sensing Object Detection

hls-foundation-os

This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.

fastkml

Fast 🌍️ KML processing for python

udfs

Public Fused UDFs. Build any scale workflows with the Fused Python SDK and Workbench webapp, and integrate them into your stack with the Fused Hosted API.

ml4floods

An ecosystem of data, models and code pipelines to tackle flooding with ML

Major-TOM

Expandable Datasets for Earth Observation

urban-environments

Code for constructing the urban environments dataset and for land use classification via convolutional neural networks

Awesome_CatBoost

The repository to showcase the best framework for tabular data - the Awesome CatBoost

STARCOP

Official code for STARCOP: Semantic Segmentation of Methane Plumes with Hyperspectral Machine Learning models :rainbow::artificial_satellite:

hls-experiments

uttertype

Short code for dictation using OpenAI Whisper for transcription.

SmartTensorsTutorials.jl

Smart Tensors Tutorials

neural-knitworks

Source code for "Neural Knitworks: Patched neural implicit representation networks"

intro-to-distributed-computation-in-python

Two hour tutorial at Kiwi Pycon 2022.

floodmapper

datascience_diaries

Blog chronicling my journey to better data science

Haystac

Spatio-temporal Asset Catalog suite implemented in .NET