awaelchli / pytorch-lightning-snippets
A collection of code snippets for my PyTorch Lightning projects
☆107Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for pytorch-lightning-snippets
- Implementation of Feedback Transformer in Pytorch☆104Updated 3 years ago
- The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends☆76Updated this week
- Configuration classes enabling type-safe PyTorch configuration for Hydra apps☆205Updated 2 years ago
- Pytorch Lightning seed project with hydra☆18Updated 4 years ago
- PyTorch dataset extended with map, cache etc. (tensorflow.data like)☆328Updated 2 years ago
- a lightweight transformer library for PyTorch☆72Updated 3 years ago
- An attempt at the implementation of Glom, Geoffrey Hinton's new idea that integrates concepts from neural fields, top-down-bottom-up proc…☆191Updated 3 years ago
- Research boilerplate for PyTorch.☆150Updated last year
- 🧀 Pytorch code for the Fromage optimiser.☆122Updated 4 months ago
- TF 2.x and PyTorch Lightning Callbacks for GPU monitoring☆92Updated 4 years ago
- Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard.☆155Updated 3 years ago
- An active learning library for Pytorch based on Lightning-Fabric.☆79Updated 6 months ago
- Codebase for Learning Invariances in Neural Networks☆94Updated 2 years ago
- Implementation of Nyström Self-attention, from the paper Nyströmformer☆122Updated 10 months ago
- Simple tooling for marking deprecated functions or classes and re-routing to the new successors' instance.☆50Updated last month
- Semantic Segmentation with Pytorch-Lightning☆63Updated 3 years ago
- ☆47Updated 2 years ago
- Cyclemoid implementation for PyTorch☆87Updated 2 years ago
- Learning to Initialize Neural Networks for Stable and Efficient Training☆136Updated 2 years ago
- Course webpage for COMP 790, (Deep) Learning from Limited Labeled Data☆302Updated 4 years ago
- Functional deep learning☆106Updated last year
- EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax☆126Updated 10 months ago
- Official code for the Stochastic Polyak step-size optimizer☆137Updated 5 months ago
- My implementation of DeepMind's Perceiver☆63Updated 3 years ago
- A library for evaluating representations.☆76Updated 2 years ago
- A case study of efficient training of large language models using commodity hardware.☆68Updated 2 years ago
- ☆101Updated 3 years ago
- Provides everything needed for high performance data loading and augmentation in pytorch.☆316Updated 10 months ago
- A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network☆123Updated 3 years ago
- Framework-agnostic library for checking array/tensor shapes at runtime.☆47Updated 3 years ago