ZiluM

ZiluM's Stars

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python55.8k4561325.7k

• typst/typst

  A new markup-based typesetting system that is powerful and easy to learn.

  Language:Rust34.7k912.6k921

• dask/dask

  Parallel computing with task scheduling

  Language:Python12.6k2125.2k1.7k

• lucidrains/DALLE2-pytorch

  Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

  Language:Python11.1k1212111.1k

• numba/numba

  NumPy aware dynamic Python compiler using LLVM

  Language:Python9.9k1995.3k1.1k

• hila-chefer/Transformer-Explainability

  [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

  Language:Jupyter Notebook1.8k2163241

• NVlabs/edm

  Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

  Language:Python1.4k2926142

• microsoft/vscode-jupyter

  VS Code Jupyter extension

  Language:TypeScript1.3k4210.1k292

• AILab-CVC/UniRepLKNet

  [CVPR'24] UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition

  Language:Python927132053

• mpi4py/mpi4py

  Python bindings for MPI

  Language:Python80216182119

• google-research/neuralgcm

  Hybrid ML + physics model of the Earth's atmosphere

  Language:Python660125374

• NVIDIA/torch-harmonics

  Differentiable signal processing on the sphere for PyTorch

  Language:Jupyter Notebook3918029

• ESCOMP/CESM

  The Community Earth System Model

  Language:Python3393699194

• JosephBARBIERDARNAL/pypalettes

  A large (+2500) collection of color maps for Python

  Language:Python2353188

• google-research/dinosaur

  Language:Jupyter Notebook2107114

• ExeClim/Isca

  Idealized GCM from the University of Exeter

  Language:Fortran13921112125

• xarray-contrib/xeofs

  Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis

  Language:Python104610120

• eabarnes1010/ml_tutorial_csu

  material for the CSU-led machine learning tutorial for earth science research

  Language:Jupyter Notebook882020

• nbren12/call_py_fort

  Call python from fortran

  Language:Fortran82111722

• SciTools/nc-time-axis

  Provides support for a cftime axis in matplotlib

  Language:Python59123731

• modons/DL-weather-dynamics

  Language:Python19313

• Python-Ensemble-Toolbox/PET

  PET for data assimilation and optimization

  Language:Python1941212

• EJJudd/PhanDA

  Language:C163

• senclimate/XRO

  XRO: Extended nonlinear Recharge Oscillator model

  Language:Jupyter Notebook12101

• AtmosSci-DLESM/DLESyM

  Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)

  Language:Python4

• fzhu2e/paper-volcENSO

  Language:Jupyter Notebook3101

• LinkedEarth/notebooks

  A library of notebooks illustrating use cases for analysis of LiPD files in Python

  Language:Jupyter Notebook3401

• ZiluM/DataAssimlationWithDL

  Reconstructing the Tropical Pacific Upper Ocean using Online Data Assimilation with a Deep Learning model

  Language:Python2121

• dennislhartmann/Objective_Analysis

  Language:Jupyter Notebook12

• ZiluM/xrft

  Fourier transforms on xarray data structures

  Language:Python1000