lewfish's Stars
google-research/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
tinygrad/tinygrad
You like pytorch? You like micrograd? You love tinygrad! ❤️
rougier/scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
arogozhnikov/einops
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
vwxyzjn/cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
pydata/xarray
N-D labeled arrays and datasets in Python
facebookresearch/vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
open-mmlab/mmselfsup
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
lightly-ai/lightly
A python library for self-supervised learning on images.
microsoft/torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
azavea/raster-vision
An open source library and framework for deep learning on satellite and aerial imagery.
DeepGraphLearning/torchdrug
A powerful and flexible machine learning platform for drug discovery
automl/TabPFN
Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.
AMLab-Amsterdam/AttentionDeepMIL
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
mdbartos/pysheds
:earth_americas: Simple and fast watershed delineation in python.
wherobots/GeoTorchAI
GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale
ngageoint/hootenanny
Hootenanny conflates multiple maps into a single seamless map.
Lydorn/Polygonization-by-Frame-Field-Learning
This repository contains the code for our fast polygonal building extraction from overhead images pipeline.
stac-utils/stac-fastapi
STAC API implementation with FastAPI.
zorzi-s/PolyWorldPretrainedNetwork
PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images
ESDS-Leipzig/cubo
On-Demand Earth System Data Cubes (ESDCs) in Python
pangeo-data/rechunker
Disk-to-disk chunk transformation for chunked arrays.
ServiceNow/seasonal-contrast
seasonal-contrast is a ServiceNow Research project that was started at Element AI.
hyriver/hyriver.github.io
A Python software stack for retrieving hydroclimate data from web services.
drivendataorg/nbautoexport
Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.
cjrd/self-supervised-pretraining
Repository providing a wide range of self-supervised pretrained models for computer vision tasks.
NOAA-OWP/hydrotools
Suite of tools for retrieving USGS NWIS observations and evaluating National Water Model (NWM) data.
radiantearth/geo-ml-model-catalog
Geospatial ML Model Catalog Spec
azavea/noaa-hydro-data
NOAA Phase 2 Hydrological Data Processing
jamesmcclain/chip-eight-jit