Burf/ModelSoups
ModelSoups for Tensorflow2 and Torch
This tool helps machine learning practitioners combine multiple existing machine learning models into a single, more accurate model without increasing the time it takes for the model to make predictions. You provide several trained models, and it intelligently merges their internal components to produce one refined model. This is for data scientists or ML engineers looking to boost the performance of their image recognition, natural language processing, or other deep learning applications.
No commits in the last 6 months.
Use this if you have several fine-tuned deep learning models for the same task and want to improve their collective accuracy without making your system slower.
Not ideal if you are starting from scratch and don't already have multiple pre-trained or fine-tuned deep learning models.
Stars
50
Forks
4
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Apr 27, 2022
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/Burf/ModelSoups"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
tflearn/tflearn
Deep learning library featuring a higher-level API for TensorFlow.
DingKe/nn_playground
Experimental keras implementation of novel neural network structures
DataForScience/DeepLearning
Deep Learning From Scratch
OVVO-Financial/NNS
Nonlinear Nonparametric Statistics
remicres/otbtf
Deep learning with otb (mirror of https://forgemia.inra.fr/orfeo-toolbox/otbtf)