Lightning-AI / deep-learning-project-template
Pytorch Lightning code guideline for conferences
☆1,242Updated last year
Related projects ⓘ
Alternatives and complementary repositories for deep-learning-project-template
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,695Updated 2 weeks ago
- Machine learning metrics for distributed, scalable PyTorch applications.☆2,137Updated this week
- torch-optimizer -- collection of optimizers for Pytorch☆3,043Updated 7 months ago
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆611Updated last year
- Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)☆2,587Updated last year
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,408Updated 3 months ago
- Profiling and inspecting memory in pytorch☆1,020Updated 3 months ago
- The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflo…☆796Updated 2 years ago
- An unofficial styleguide and best practices summary for PyTorch☆1,931Updated 2 years ago
- higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual tr…☆1,593Updated 2 years ago
- A learning rate range test implementation in PyTorch☆924Updated last month
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,261Updated 8 months ago
- A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.☆872Updated last year
- Model interpretability and understanding for PyTorch☆4,935Updated this week
- A simple way to calibrate your neural network.☆1,104Updated 3 years ago
- Shape and dimension inference (Keras-like) for PyTorch layers and neural networks☆569Updated 2 years ago
- Code snippets created for the PyTorch discussion board☆545Updated 3 years ago
- Pytorch library for fast transformer implementations☆1,643Updated last year
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,867Updated 5 months ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,437Updated this week
- High-quality implementations of standard and SOTA methods on a variety of tasks.☆1,452Updated last month
- A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.☆2,275Updated last month
- Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)☆1,822Updated 3 months ago
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networks☆473Updated 2 years ago
- PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡☆4,271Updated 3 months ago
- PyTorch tutorials and best practices.☆1,657Updated 2 years ago
- Code for visualizing the loss landscape of neural nets☆2,840Updated 2 years ago
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,134Updated this week
- Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory☆428Updated 2 months ago
- Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"☆1,050Updated 3 months ago