kpandey008

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https://kpandey008.github.io/

Kushagra Pandey's starred repositories

kubernetes

Production-Grade Container Scheduling and Management

Language:GoApache-2.0110173 3218 45895

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Language:PythonNOASSERTION82606 1744 45408

cs-video-courses

List of Computer Science courses with video lectures.

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:PythonApache-2.031660 311 913

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Language:PythonMIT30224 428 4186

awesome-deep-learning-papers

The most cited deep learning papers

Language:TeX25412 1961 26

ganhacks

starter from "How to Train a GAN?" at NIPS2016

deep_learning_object_detection

A paper list of object detection using deep learning.

Language:Python11296 622 27

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

Language:Jupyter NotebookMIT10114 149 30

TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

Language:Jupyter NotebookMIT9270 543 110

awesome-rl

Reinforcement learning resources curated

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

Language:PythonMIT8397 67 177

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Language:PythonMIT5959 63 504

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

pytorch-template

PyTorch deep learning projects made easy.

Language:PythonMIT4713 55 64

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

Tensorflow-Project-Template

A best practice for tensorflow project template architecture.

Language:PythonApache-2.03604 152 20

awesome-semi-supervised-learning

😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

FSL-Mate

FSL-Mate: A collection of resources for few-shot learning (FSL).

Language:Python1695 42 26

awesome-image-captioning

A curated list of image captioning and related area resources. :-)

torch-fidelity

High-fidelity performance metrics for generative models in PyTorch

Language:PythonNOASSERTION980 7 36

DiffuseVAE

Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"

Language:PythonMIT341 7 11

scDREAMER

scDREAMER for atlas-level integration of single-cell datasets using deep generative model paired with adversarial classifier

Language:Jupyter NotebookNOASSERTION46 1 7

Image-Sorting

Sort the photographs according to the people present in it.

Language:Python36 9 1

PSLD

Official Implementation of the paper: A Complete Recipe for Diffusion Generative Models

Language:PythonMIT28 70

Abnormal-Event-Detection

The project is an OpenCV based C++ implementation of the paper 'Abnormal Event Detection at 150FPS in Matlab'

Language:C++22 2 2

Margaret

Metric learning-based graph-partitioned trajectory inference from single-cell data

Language:PythonMIT1106