ZiluM

Zilu Meng's starred repositories

shap

A game theoretic approach to explain the output of any machine learning model.

Language:Jupyter NotebookMIT22712 243 2539

dask

Parallel computing with task scheduling

Language:PythonBSD-3-Clause12510 212 5189

DALLE2-pytorch

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

Language:PythonMIT11111 121 210

numba

NumPy aware dynamic Python compiler using LLVM

Language:PythonBSD-2-Clause9894 199 5247

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 NotebookMIT1782 21 62

UniRepLKNet

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

Language:PythonApache-2.0927 12 19

xarray-spatial

Raster-based Spatial Analytics for Python

Language:PythonMIT834 24 481

mpi4py

Python bindings for MPI

Language:PythonBSD-3-Clause801 17 176

neuralgcm

Hybrid ML + physics model of the Earth's atmosphere

Language:PythonApache-2.0645 12 50

ClimaX

Foundation model for weather & climate

Language:PythonMIT612 26 31

torch-harmonics

Differentiable signal processing on the sphere for PyTorch

Language:Jupyter NotebookNOASSERTION386 80

CESM

The Community Earth System Model

Language:PythonNOASSERTION339 36 99

earth2mip

Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI models for weather and climate.

Language:PythonApache-2.0193 4 108