facebookresearch / doraLinks
Dora is an experiment management framework. It expresses grid searches as pure python files as part of your repo. It identifies experiments with a unique hash signature. Scale up to hundreds of experiments without losing your sanity.
☆308Updated 2 years ago
Alternatives and similar repositories for dora
Users that are interested in dora are comparing it to the libraries listed below
Sorting:
- Framework for writing deep learning training loops. Lightweight, and retaining full freedom to design as you see fits. It handles checkpo…☆117Updated last year
- Fast PyTorch based DSP for audio and 1D signals☆451Updated 10 months ago
- A library to inspect and extract intermediate layers of PyTorch models.☆475Updated 3 years ago
- ☆248Updated 3 weeks ago
- Implementation of DiffWave and SaShiMi audio generation models☆127Updated 2 years ago
- Recipes are a standard, well supported set of blueprints for machine learning engineers to rapidly train models using the latest research…☆334Updated last week
- ☆212Updated last year
- A home for audio ML in JAX. Has common features, learnable frontends, pretrained supervised and self-supervised models.☆69Updated 3 years ago
- A toolbox that provides hackable building blocks for generic 1D/2D/3D UNets, in PyTorch.☆89Updated 2 years ago
- ☆24Updated last year
- Implementation of Perceiver AR, Deepmind's new long-context attention network based on Perceiver architecture, in Pytorch☆93Updated 2 years ago
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆252Updated 3 years ago
- BEANS: The Benchmark of Animal Sounds☆112Updated last year
- A collection of useful audio datasets and transforms for PyTorch.☆142Updated 2 years ago
- Official PyTorch implementation of Contrastive Learning of Musical Representations☆335Updated last year
- Configuration classes enabling type-safe PyTorch configuration for Hydra apps☆226Updated 2 weeks ago
- ☆67Updated last year
- This is the PyTorch implementation of the Universal Source Separation with Weakly labelled Data.☆368Updated 2 years ago
- ☆130Updated 2 years ago
- List of academic resources on Multimodal ML for Music☆297Updated 2 years ago
- BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation☆225Updated 2 years ago
- ☆164Updated 2 years ago
- DiffQ performs differentiable quantization using pseudo quantization noise. It can automatically tune the number of bits used per weight …☆237Updated 2 years ago
- Adaptive Gradient Clipping☆153Updated 3 years ago
- An alternative to convolution in neural networks☆258Updated last year
- A novel diffusion-based model for synthesizing long-context, high-fidelity music efficiently.☆195Updated 2 years ago
- ☆85Updated last year
- Named tensors with first-class dimensions for PyTorch☆332Updated 2 years ago
- Perform transfer learning for MIR using Jukebox!☆187Updated 2 years ago
- Exca - Execution and caching tool for python☆110Updated last week