lightning-flash
awesome-modular-pytorch-lightning
| lightning-flash | awesome-modular-pytorch-lightning | |
|---|---|---|
| 2 | 1 | |
| 1,711 | 20 | |
| - | - | |
| 7.3 | 0.0 | |
| 7 months ago | over 1 year ago | |
| Python | Python | |
| Apache License 2.0 | GNU General Public License v3.0 only |
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lightning-flash
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A guide to starting PyTorch
Not faster to learn at all. Keras is more like learning Lightning Flash: https://github.com/PyTorchLightning/lightning-flash
- Lightning Flash: A collection of tasks for solving problems with deep learning
awesome-modular-pytorch-lightning
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[D] What do you think about these experiments on the HUGE effect of learning rate on overfitting?
More detail can be found in https://github.com/kuangliu/pytorch-cifar or the actual personal repo used for running experiments.
What are some alternatives?
quaterion - Blazing fast framework for fine-tuning similarity learning models
open-metric-learning - Library for metric learning pipelines and models.
tabular-dl-tabr - The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"
deepvision - PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
so-vits-svc-fork - so-vits-svc fork with realtime support, improved interface and more features.
Auto-PyTorch - Automatic architecture search and hyperparameter optimization for PyTorch
lightning-hydra-template - PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
torchmd - End-To-End Molecular Dynamics (MD) Engine using PyTorch
pytorch-forecasting - Time series forecasting with PyTorch
sahi - Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
pytorch-cifar - 95.47% on CIFAR10 with PyTorch