torchsynth
TorchGA
torchsynth | TorchGA | |
---|---|---|
2 | 3 | |
318 | 87 | |
1.3% | - | |
6.1 | 4.3 | |
about 1 month ago | 11 months ago | |
Python | Python | |
Apache License 2.0 | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
torchsynth
-
Is there any AI sound generator that is not voice?
One Billion Audio Sounds from GPU-enabled Modular Synthesis - Synthesizing modular synths. Code here.
-
Massively Parallel Rendering of Complex Closed-Form Implicit Surfaces (2020)
https://www.cv-foundation.org/openaccess/content_cvpr_2016/p...
This concept has not (yet) been applied in audio ML. We have a paper in submission---will be on ArXiv soon---where we share a GPU-enabled modular synthesizer that is 16000x faster than realtime, concurrently released with a 1-billion audio sample corpus that is 100x larger than any audio dataset in the literature. Here's the code: https://github.com/torchsynth/torchsynth
TorchGA
- PyGAD 2.13.0 Released! A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algorithms (Supports Keras and PyTorch)
-
Train PyTorch Models Using Genetic Algorithm with PyGAD
Link of the GitHub project that prepares the PyTorch models for use with PyGAD: https://github.com/ahmedfgad/TorchGA
The source code of the pygad.torchga module is available at the ahmedfgad/TorchGA GitHub project.
What are some alternatives?
koila - Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.
bittensor - Internet-scale Neural Networks
de-torch - Minimal PyTorch Library for Differential Evolution
FastFold - Optimizing AlphaFold Training and Inference on GPU Clusters
PySR - High-Performance Symbolic Regression in Python and Julia
snntorch - Deep and online learning with spiking neural networks in Python
awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments
image-background-remove-tool - ✂️ Automated high-quality background removal framework for an image using neural networks. ✂️
pycox - Survival analysis with PyTorch
tinysleepnet - TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo from The Faculty of ICT, Mahidol University and Imperial College London respectively