sauravgarg540

sauravgarg540's Stars

• rust-lang/rust

  Empowering everyone to build reliable and efficient software.

  Language:Rust98.1k1.5k55.1k12.7k

• pytorch/pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  Language:Python83.5k1.7k46k22.5k

• fastapi/fastapi

  FastAPI framework, high performance, easy to learn, fast to code, ready for production

  Language:Python77.1k6793.4k6.6k

• huggingface/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

  Language:Python32.1k3139214.8k

• open-mmlab/mmdetection

  OpenMMLab Detection Toolbox and Benchmark

  Language:Python29.5k3718.4k9.4k

• Lightning-AI/pytorch-lightning

  Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

  Language:Python28.3k2507.1k3.4k

• google-research/tuning_playbook

  A playbook for systematically maximizing the performance of deep learning models.

  27k287422.2k

• d2l-ai/d2l-en

  Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

  Language:Python23.7k4162944.3k

• github/copilot-docs

  Documentation for GitHub Copilot

  23.2k40702.4k

• HarisIqbal88/PlotNeuralNet

  Latex code for making neural networks diagrams

  Language:TeX22.1k2261222.9k

• albumentations-team/albumentations

  Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

  Language:Python14.2k1281k1.6k

• aladdinpersson/Machine-Learning-Collection

  A resource for learning about Machine learning & Deep Learning

  Language:Python7.6k1161262.7k

• pyenv-win/pyenv-win

  pyenv for Windows. pyenv is a simple python version management tool. It lets you easily switch between multiple versions of Python. It's simple, unobtrusive, and follows the UNIX tradition of single-purpose tools that do one thing well.

  Language:VBScript4.9k39423453

• facebookincubator/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.

  Language:Python4.5k82244369

• zenml-io/zenml

  ZenML 🙏: The bridge between ML and Ops. https://zenml.io.

  Language:Python4k41299436

• welovedevs/react-ultimate-resume

  💼 🎨 A modern software developer resume built with React and JSONResume

  Language:JavaScript2.1k3956625

• fastai/imagenette

  A smaller subset of 10 easily classified classes from Imagenet, and a little more French

  Language:Jupyter Notebook975122473

• researchmm/Stark

  [ICCV'21] Learning Spatio-Temporal Transformer for Visual Tracking

  Language:Python64615108142

• datvuthanh/HybridNets

  HybridNets: End-to-End Perception Network

  Language:Python5921680121

• microsoft/CvT

  This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.

  Language:Python5521423121

• mbalesni/openpilot-pipeline

  Training pipeline for end-to-end self-driving with Comma AI's Openpilot. WIP

  Language:Jupyter Notebook10791739

• MadryLab/failure-directions

  Distilling Model Failures as Directions in Latent Space

  Language:Jupyter Notebook45425

• jina-ai/executors

  internal-only

  Language:Python31299012

• NeurAI-Lab/DoGo

  This is the official repo for the CVPR 2021 L2ID paper "Distill on the Go: Online knowledge distillation in self-supervised learning"

  Language:Python12001

• NeurAI-Lab/ConsistencyCL

  Official repo for "Consistency is the key to further mitigating catastrophic forgetting in continual learning"

  Language:Python8001

• bhat-prashant/evoSEM

  Evolutionary approach to Structural Equation Modelling

  Language:Python71

• bhat-prashant/reinforceML

  An AutoML toolkit

  Language:Python7201

• NeurAI-Lab/TARC

  Official repo for "Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach"

  Language:Python7000