ljstrnadiii

ljstrnadiii's Stars

• binhnguyennus/awesome-scalability

  The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

  60k1.9k06.1k

• google-research/tuning_playbook

  A playbook for systematically maximizing the performance of deep learning models.

  27.9k293432.3k

• facebookresearch/hydra

  Hydra is a framework for elegantly configuring complex applications

  Language:Python9k1291.4k651

• flyteorg/flyte

  Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

  Language:Go5.9k2583.3k681

• omry/omegaconf

  Flexible Python configuration system. The last one you will ever need.

  Language:Python2k19563119

• raminmh/CfC

  Closed-form Continuous-time Neural Networks

  Language:Python9103215149

• DahnJ/Awesome-DEM

  Overview of Digital Elevation Model (DEM) datasets

  37111825

• dask/dask-kubernetes

  Native Kubernetes integration for Dask

  Language:Python31719398149

• blutjens/awesome-forests

  🌳 A curated list of ground-truth forest datasets for the machine learning and forestry community.

  2978538

• google/Xee

  An Xarray extension for Google Earth Engine

  Language:Python264159230

• flyteorg/flytekit

  Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.

  Language:Python2552390305

• kraina-ai/srai

  Spatial Representations for Artificial Intelligence - a Python library toolkit for geospatial machine learning focused on creating embeddings for downstream tasks

  Language:Python2351123520

• xarray-contrib/xbatcher

  Batch generation from xarray datasets

  Language:Python169135827

• xarray-contrib/datatree

  WIP implementation of a tree-like hierarchical data structure for xarray.

  Language:Python167913641

• zarr-developers/VirtualiZarr

  Cloud-Optimize your Scientific Data as Virtual Zarr stores, using xarray syntax.

  Language:Python1411318325

• cubed-dev/cubed

  Scalable array processing with bounded memory

  Language:Python135824714

• developmentseed/morecantile

  Construct and use OGC TileMatrixSets (TMS)

  Language:Python12496326

• RolnickLab/OpenForest

  :evergreen_tree: :deciduous_tree: :palm_tree: A catalogue of open access forest datasets

  Language:Python1203012

• gjoseph92/geogif

  Turn xarray timestacks into GIFs

  Language:Python89375

• DahnJ/Awesome-Zarr

  🎀 Awesome Zarr resources

  84511

• gyrrei/ReforesTree

  🌴 A dataset for estimating tropical forest biomass based on drone and field data

  Language:Jupyter Notebook732212

• alxmrs/dask-ee

  Google Earth Engine Feature Collections via Dask Dataframes

  Language:Python64283

• stac-utils/xstac

  STAC from xarray

  Language:Python62576

• ahuang11/streamjoy

  🌈😊 Enjoy animating images into GIFs and MP4s in parallel!

  Language:Python556192

• MBalthasar/rHarmonics

  R package for harmonic modelling of time-series data

  Language:R29205

• alxmrs/xarray-sql

  An experiment to query Xarray datasets with SQL

  Language:Python275313

• jreiche/bayts

  Set of tools to apply the probabilistic approach of Reiche et al. (2015, 2018) to combine multiple optical and/or Radar satellite time series and to detect deforestation/forest cover loss in near real-time. The package includes functions to apply the approach to both, single pixel time series and raster time series. Examples and test data are provided below.

  Language:R265218

• gjoseph92/dask-pyspy

  Profile the dask distributed scheduler with py-spy and viztracer

  Language:Python9501

• Hao248/SSLI

  Reconstructing seamless harmonized Landsat Sentinel-2 (HLS) time series using self-supervised learning

  Language:Jupyter Notebook9101

• CU-ESIIL/forest-carbon-codefest

  Language:Jupyter Notebook4601