ska-incom

ska-incom's Stars

• thuml/Autoformer

  About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

  Language:Jupyter Notebook2k420

• google-research/arco-era5

  Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.

  Language:Python30323

• ecmwf-lab/ai-models

  Language:Python39465

• paulaharder/deep-downscaling-overview

  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.

  8515

• google-research/tuning_playbook

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

  27k2.2k

• google-research/scenic

  Scenic: A Jax Library for Computer Vision Research and Beyond

  Language:Python3.3k434

• probml/dynamax

  State Space Models library in JAX

  Language:Python68479

• alpa-projects/alpa

  Training and serving large-scale neural networks with auto parallelization.

  Language:Python3.1k356

• khdlr/augmax

  Efficiently Composable Data Augmentation on the GPU with Jax

  Language:Python265

• spaceml-org/Self-Supervised-Learner

  Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.

  Language:Jupyter Notebook11128

• satellite-image-deep-learning/techniques

  Techniques for deep learning with satellite & aerial imagery

  8.6k1.5k

• cchallu/n-hits

  Language:Python17027

• Nixtla/statsforecast

  Lightning ⚡️ fast forecasting with statistical and econometric models.

  Language:Python3.9k281

• dfm/tinygp

  The tiniest of Gaussian Process libraries

  Language:Python29424

• google/neural-tangents

  Fast and Easy Infinite Neural Networks in Python

  Language:Jupyter Notebook2.3k226

• JamieMBright/clear-sky-models

  A library of clear-sky irradiance models

  Language:R3119

• tom-andersson/icenet-paper

  Code associated with the paper 'Seasonal Arctic sea ice forecasting with probabilistic deep learning'

  Language:Python9019

• unit8co/darts

  A python library for user-friendly forecasting and anomaly detection on time series.

  Language:Python8k874

• HomebrewNLP/revlib

  Simple and efficient RevNet-Library for PyTorch with XLA and DeepSpeed support and parameter offload

  Language:Python1246

• undark-lab/swyft

  A system for scientific simulation-based inference at scale.

  Language:Jupyter Notebook16114

• microsoft/nni

  An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

  Language:Python14k1.8k

• bambinos/bambi

  BAyesian Model-Building Interface (Bambi) in Python.

  Language:Python1.1k123

• karimbahgat/PyCRS

  Projection creation, and conversion to misc formats

  Language:Python9820

• nco/nco

  netCDF Operators

  Language:C16948

• pangeo-data/WeatherBench

  A benchmark dataset for data-driven weather forecasting

  Language:Jupyter Notebook711165

• lpicanco/i3-autodisplay

  i3wm multiple monitors auto configuration

  Language:Go14511