nghianguyen7171

efficient-kan

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

Federated-Learning-Keras

Sample Keras implementation of the Federated Learning (FL) for experimental research simulations.

fashion_compatibility_mcn

Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network

mlops-course

Learn how to design, develop, deploy and iterate on production-grade ML applications.

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

advancing-into-analytics-book

Resources for Advancing into Analytics: From Excel to R and Python by George Mount (O'Reilly Media, 2021)

EarlySepsisPrediction

Early Prediction of Sepsis from Clinical Time Series Data

best_AI_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

TimeGAN

Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019

DII-Challenge

Neural-Network-Architecture-Diagrams

Diagrams for visualizing neural network architecture (Created with diagrams.net)

MONAI

AI Toolkit for Healthcare Imaging

msrflute

Federated Learning Utilities and Tools for Experimentation

Federated_vs_Centralized_Learning

The repository provides both the federated and centralized based learning on MNIST, CIFAR, and FashionMNIST using MLP and CNN based networks.

mimic-iii-project

MIMIC III v1.4 analysis. Mortality prediction through Deep Learning. :ghost:

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

Benchmarking_DL_MIMICIII

player-reidentification-challenge

A player reidentification challenge on Basketball images. An opportunity to publish at MMSports @ ACMMM and to win 2x $500.

BioMedIA-Hecktor2021

Hecktor-2021 Challenge Task-2 (Prognosis) code

hecktor

lux

Automatically visualize your pandas dataframe via a single print! 📊 💡

skimpy

skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.

FacialAnalysis-GUI

User interface for Face recognition from video, webcam, cloud ZOOM recording

Variational-Lstm-Autoencoder

Lstm variational auto-encoder for time series anomaly detection and features extraction

keras_lstm_vae

Keras implementation of LSTM Variational Autoencoder

Anomaly_Detect_LSTM_VAE

Keras implementation of LSTM-VAE model for anomaly detection

LSTM-Autoencoder-for-Anomaly-Detection

AI deep learning neural network for anomaly detection using Python, Keras and TensorFlow

LearningUsingPrivilegedTimeSeries

This repository is the official implementation of Using Time-Series Privileged Information for Provably Efficient Learning of Prediction Models

Mean-Average-Precision-for-Boxes

Function to calculate mAP for set of detected boxes and annotated boxes.