sauravgarg540

Saurav Gupta's starred repositories

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.

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tuning_playbook

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

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ConsistencyCL

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

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TARC

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

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DoGo

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

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evoSEM

Evolutionary approach to Structural Equation Modelling

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reinforceML

An AutoML toolkit

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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.

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albumentations

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

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failure-directions

Distilling Model Failures as Directions in Latent Space

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PlotNeuralNet

Latex code for making neural networks diagrams

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Stark

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

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pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

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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.

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mmdetection

OpenMMLab Detection Toolbox and Benchmark

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HybridNets

HybridNets: End-to-End Perception Network

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openpilot-pipeline

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

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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imagenette

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

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CvT

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

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copilot-docs

Documentation for GitHub Copilot

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react-ultimate-resume

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

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fastapi

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

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Machine-Learning-Collection

A resource for learning about Machine learning & Deep Learning

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rust

Empowering everyone to build reliable and efficient software.

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zenml

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

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executors

internal-only

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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

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