FitSNAP
Machine learning simulator
A Python package for generating machine learning potentials with LAMMPS
Software for generating machine-learning interatomic potentials for LAMMPS
158 stars
7 watching
58 forks
Language: Python
last commit: 11 months ago
Linked from 1 awesome list
lmmentel/awesome-python-chemistryRelated projects:
| Repository | Description | Stars |
|---|---|---|
 misp/misp-workbench | Toolset for analyzing and correlating threat intelligence data from various sources. | 28 |
 snopt/snopt-matlab | Provides a Matlab interface to SNOPT for nonlinear optimization | 56 |
 spinnakermanchester/spynnaker | Provides a common codebase for simulating neural networks on SpiNNaker hardware | 105 |
 packtpublishing/machine-learning-for-streaming-data-with-python | A comprehensive guide to building machine learning models for streaming data in Python | 68 |
 dask/dask-ml | A Python library for scalable machine learning using Dask alongside popular ML libraries | 907 |
 hyperopt/hyperopt-sklearn | Automates search for optimal parameters in machine learning algorithms. | 1,594 |
 molcik/python-neuron | A Python library for implementing and training various neural network architectures | 40 |
 robmaunder/ldpc-3gpp-matlab | Simulates LDPC encoding and decoding in 3GPP Release 15 New Radio standard | 45 |
 nengo/nengo | A Python library for building and simulating large-scale neural models | 834 |
 materialsvirtuallab/maml | A toolkit for machine learning in materials science, enabling the development of predictive models and simulations. | 376 |
 mop/bier | This project implements a deep metric learning framework using an adversarial auxiliary loss to improve robustness. | 39 |
 microsoft/archai | Automates the search for optimal neural network configurations in deep learning applications | 468 |
 wyy-123-xyy/ra-fed | A Python implementation of a distributed machine learning framework for training neural networks on multiple GPUs | 6 |
 botkop/numsca | Numpy for Scala, implementing key features of Numpy in the Scala language | 186 |
 machines-in-motion/grasping_sim | A simulation environment for learning to grasp objects in 3D space using contact forces | 23 |