facebookresearch / dora
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.
☆272Updated last year
Related projects ⓘ
Alternatives and complementary repositories for dora
- Framework for writing deep learning training loops. Lightweight, and retaining full freedom to design as you see fits. It handles checkpo…☆103Updated 8 months ago
- A library to inspect and extract intermediate layers of PyTorch models.☆470Updated 2 years ago
- Fast PyTorch based DSP for audio and 1D signals☆427Updated 2 years ago
- Implementation of DiffWave and SaShiMi audio generation models☆118Updated last year
- ☆232Updated 3 weeks ago
- Named tensors with first-class dimensions for PyTorch☆322Updated last year
- FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.☆203Updated last year
- A toolbox that provides hackable building blocks for generic 1D/2D/3D UNets, in PyTorch.☆83Updated last year
- Configuration classes enabling type-safe PyTorch configuration for Hydra apps☆205Updated 2 years ago
- DiffQ performs differentiable quantization using pseudo quantization noise. It can automatically tune the number of bits used per weight …☆234Updated last year
- Convert scikit-learn models to PyTorch modules☆157Updated 6 months ago
- A collection of useful audio datasets and transforms for PyTorch.☆133Updated last year
- An alternative to convolution in neural networks☆251Updated 7 months ago
- Recipes are a standard, well supported set of blueprints for machine learning engineers to rapidly train models using the latest research…☆294Updated this week
- Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena☆203Updated last year
- A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to fac…☆216Updated last week
- Implementation of Perceiver AR, Deepmind's new long-context attention network based on Perceiver architecture, in Pytorch☆86Updated last year
- A home for audio ML in JAX. Has common features, learnable frontends, pretrained supervised and self-supervised models.☆62Updated 2 years ago
- Scalable and Performant Data Loading☆66Updated this week
- Library for Textless Spoken Language Processing☆528Updated last year
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆247Updated 2 years ago
- ☆151Updated last year
- ☆164Updated last year
- BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation☆206Updated last year
- A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient way☆282Updated this week
- ☆131Updated last year
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆119Updated 3 months ago
- Collection of audio-focused loss functions in PyTorch☆744Updated 3 months ago