totkoktom's repositories
awesome-anomaly-detection
A curated list of awesome anomaly detection resources
.vimrc_lineDistance_and_FARmgr_theme
.vimrc file cp from WilliamLin and Far manager vim theme
algorithms_and_data_structures
180+ Algorithm & Data Structure Problems using C++
anomalib
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
book
The Rust Programming Language
cargo
The Rust package manager
Competitive-Programming
:pushpin: :books: Solution of competitive programming problems, code templates, Data Structures and Algorithms, hackathons, interviews and much more.
DenseNet
Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).
GraphRCNN
Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph (ECCV 2022, Oral) :fire:
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.
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
ml-books
My notes on some books I read on Machine Learning
opendr
A modular, open and non-proprietary toolkit for core robotic functionalities by harnessing deep learning
pcc_2e
Online resources for Python Crash Course (Second Edition), from No Starch Press
pcc_3e
Online resources for Python Crash Course, 3rd edition, from No Starch Press.
pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
python-coding-interview
A middle-to-high level open source algorithm book designed with coding interview at heart!
pytorch-benchmark
Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption
RTFM
Official code for 'Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning' [ICCV 2021]
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.
rustlings
:crab: Small exercises to get you used to reading and writing Rust code!
sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
the-art-of-command-line
Master the command line, in one page
tods
TODS: An Automated Time-series Outlier Detection System
tutorials
PyTorch tutorials.
Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]