Saurav Gupta's starred repositories
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
ConsistencyCL
Official repo for "Consistency is the key to further mitigating catastrophic forgetting in continual learning"
reinforceML
An AutoML toolkit
AITemplate
AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
failure-directions
Distilling Model Failures as Directions in Latent Space
PlotNeuralNet
Latex code for making neural networks diagrams
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
mmdetection
OpenMMLab Detection Toolbox and Benchmark
HybridNets
HybridNets: End-to-End Perception Network
openpilot-pipeline
Training pipeline for end-to-end self-driving with Comma AI's Openpilot. WIP
imagenette
A smaller subset of 10 easily classified classes from Imagenet, and a little more French
copilot-docs
Documentation for GitHub Copilot
react-ultimate-resume
💼 🎨 A modern software developer resume built with React and JSONResume
Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more