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awesome-action-recognition

A curated list of action recognition and related area resources

awesome-human-pose-estimation

Human Pose Estimation Related Publication

aws-modern-application-workshop

A tutorial for developers that want to learn about how to build modern applications on top of AWS. You will build a sample website that leverages infrastructure as code, containers, serverless code functions, CI/CD, and more.

causal-inference-with-python

Causal Inference for The Brave and True 책의 한국어 번역 자료입니다.

cvad

Code for CVAD

data-engineering

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

diffusion-models-seminar

docker-stacks

Ready-to-run Docker images containing Jupyter applications

es_energy_transformer

Python Darts deep forecasting models

glam

Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis

gscm

ham

Learning hierarchical attention for weakly-supervised chest X-ray abnormality localization and diagnosis

ikhlestov.github.io

Source code for

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

kobert-ner

NER Task with KoBERT (with Naver NLP Challenge dataset)

ml-papers-explained

Explanation to key concepts in ML

news

papers

paper summaries

peoplesanspeople

Unity's privacy-preserving human-centric synthetic data generator

pr12

Youtube Deep Learning Presentation

prml

PRML study (pattern recognition & machine learning, Bishop)

pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

pythonmultiprocessingjumpstart

Python Multiprocessing Jump-Start

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

streamlit-application-deployment-on-aws

Streamlit EDA Dashboard Powered by AWS Cloud

temporal_fusion_transformer_pytorch

trend

tutorial-book

Deep learning tutorials on various tasks using PyTorch