totkoktom's repositories

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

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.vimrc_lineDistance_and_FARmgr_theme

.vimrc file cp from WilliamLin and Far manager vim theme

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algorithms_and_data_structures

180+ Algorithm & Data Structure Problems using C++

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anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

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anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

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book

The Rust Programming Language

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cargo

The Rust package manager

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Competitive-Programming

:pushpin: :books: Solution of competitive programming problems, code templates, Data Structures and Algorithms, hackathons, interviews and much more.

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DenseNet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

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GraphRCNN

Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph (ECCV 2022, Oral) :fire:

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handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

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machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

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ml-books

My notes on some books I read on Machine Learning

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opendr

A modular, open and non-proprietary toolkit for core robotic functionalities by harnessing deep learning

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pcc_2e

Online resources for Python Crash Course (Second Edition), from No Starch Press

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pcc_3e

Online resources for Python Crash Course, 3rd edition, from No Starch Press.

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pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

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python-coding-interview

A middle-to-high level open source algorithm book designed with coding interview at heart!

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pytorch-benchmark

Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption

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RTFM

Official code for 'Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning' [ICCV 2021]

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rust-cv

Rust CV mono-repo. Contains pure-Rust dependencies which attempt to encapsulate the capability of OpenCV, OpenMVG, and vSLAM frameworks in a cohesive set of APIs.

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rustlings

:crab: Small exercises to get you used to reading and writing Rust code!

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sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

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the-art-of-command-line

Master the command line, in one page

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tods

TODS: An Automated Time-series Outlier Detection System

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tutorials

PyTorch tutorials.

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Unsupervised-Classification

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

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