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.dotfiles

My dotfiles

alihassanijr

autoaugment

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

byol

Bootstrap Your Own Latent (BYOL) pytorch implementation using DistributedDataParallel.

cis571-introtoai

cis571-project1

CIS 571 Intro to AI - Project 1 - Search

cis571-project2

CIS 571 Intro to AI - Project 2 - Multiagent Search

cis571-project3

CIS 571 Intro to AI - Project 3 - Reinforcement Learning

cmatrix

Terminal based "The Matrix" like implementation

cocoapi

COCO API - Dataset @ http://cocodataset.org/

compact-transformers

[Preprint] Escaping the Big Data Paradigm with Compact Transformers, 2021

convolutional-mlps

[Preprint] ConvMLP: Hierarchical Convolutional MLPs for Vision, 2021

cs541-computergraphics

cs621-algorithms

CS621 - Algorithms and Complexity

cs630-distributedsystems

CS630 - Distributed Systems (Spring 2023)

cutlass

CUDA Templates for Linear Algebra Subroutines

dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

discern

DISCERN: Diversity-based Selection of Centroids for k-Estimation and Rapid Non-stochastic Clustering

dockerfiles

Collection of programs that I always run in docker

fancysmi

Stylish version of `nvidia-smi`. pip install fancy-smi .

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

generative-models

Generative Models by Stability AI

kandinsky-2

Kandinsky 2 — multilingual text2image latent diffusion model

lightline.vim

A light and configurable statusline/tabline plugin for Vim

mmcv

OpenMMLab Computer Vision Foundation

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

natten-torch

Neighborhood Attention Extension. Bringing attention to a neighborhood near you!

neighborhood-attention-transformer

[Preprint] Neighborhood Attention Transformer, 2022

nmfintextmining

Using nonnegative matrix factorization initialized with sparse SVD for term-document matrix dimension reduction.

oneformer

[Preprint] OneFormer: One Transformer to Rule Universal Image Segmentation.