stfc-sciml / sciml-benchLinks
SciML Benchmarking Suite for AI for Science
☆42Updated last year
Alternatives and similar repositories for sciml-bench
Users that are interested in sciml-bench are comparing it to the libraries listed below
Sorting:
- This is a repository with examples to run inference endpoints on various ALCF clusters☆26Updated 2 weeks ago
- Tensor decomposition with arbitrary expressions: inner, outer, elementwise operators; nonlinear transformations; and more.☆59Updated 3 years ago
- Library for steering campaigns of simulations on supercomputers☆58Updated 4 months ago
- ☆39Updated last year
- ☆61Updated 2 years ago
- Distributed PyTorch implementation of multi-headed graph convolutional neural networks☆90Updated this week
- SC23 Deep Learning at Scale Tutorial Material☆47Updated last year
- Bayesian algorithm execution (BAX)☆50Updated 4 years ago
- ☆53Updated 2 years ago
- High throughput workflows and automation for HPC☆82Updated 3 months ago
- Guidelines on using Weights and Biases logging for deep learning applications on NERSC machines☆13Updated 2 years ago
- Implementation of Forward Laplacian algorithm in JAX☆86Updated 2 weeks ago
- Spring 2023 seminar on automated experiment☆23Updated 2 years ago
- The ALCF hosts a regular simulation, data, and learning workshop to help users scale their applications. This repository contains the exa…☆67Updated 2 weeks ago
- Machine Learning for HPC Workflows☆142Updated 3 weeks ago
- ☆41Updated 2 years ago
- Error propagation and statistical analysis for Monte Carlo simulations in lattice QCD and statistical mechanics using autograd.☆48Updated last week
- A Python toolkit for coordinating asynchronous and dynamic ensembles of calculations.☆71Updated this week
- Datasets and code for results presented in the ProbConserv paper☆56Updated last year
- AI Training Series Material☆37Updated last week
- Fully and Partially Bayesian Neural Nets☆75Updated 5 months ago
- Python Interface to the Data and Learning Hub for Science☆28Updated 2 years ago
- An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py☆64Updated 4 years ago
- PyTorch examples for NERSC systems☆32Updated 11 months ago
- Autonomous Data Acquisition, Uncertainty Quantification and HPC Optimization☆27Updated 2 weeks ago
- Python library for parallel multiobjective simulation optimization☆83Updated last year
- ☆228Updated last month
- Numerical integration in arbitrary dimensions on the GPU using PyTorch / TF / JAX☆207Updated 2 months ago
- Gaussian Processes for Experimental Sciences☆227Updated 3 months ago
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆131Updated last year