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adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

airbnb-neural-network-price-prediction

attention-mechanisms

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

da-rnn-in-tensorflow-2-and-pytorch

A Tensorflow 2 (Keras) implementation of DA-RNN (A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction, arXiv:1704.02971)

deep-patient-representation-mimiciii-multitask

Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction

deeppavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

dgcnn

dl-4-tsc

Deep Learning for Time Series Classification

docker-flask-celery-redis

Docker-Compose template for orchestrating a Flask app with a Celery queue using Redis

dual_stage_attention_rnn

A Tensorflow Implementation of Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction

edges

Structured Edge Detection Toolbox

eeap-examples

Code for Document Similarity on Reuters dataset using Encode, Embed, Attend, Predict recipe

hello-world

This is a test repository

icu_survival_ml_model_comparison

MIMICIII Sepsis Survival Analysis

image-classification-transfer-learning

Categorizing food and grocery products using Transfer Learning from Inception V3

image_captioning

Tensorflow implementation of "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention"

keras-attention-mechanism

Attention mechanism Implementation for Keras.

landscape-prediction

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

mimic-iii_readmission

Predicting 30-day ICU readmissions from the MIMIC-III database

ml-deployment-demo

ML Deployment, Two Ways

models

Models and examples built with TensorFlow

pointcnn

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

pointcnn-self-driving-cars

本项目为2018年山东大学第四届“可视计算”暑期学校无人车小组的DIY项目，参考山东大学提出的基于点云的PointCNN点卷积神经网络，使用KITTI数据集对车辆的点云输入进行语义分割，并就划分出的车辆图像进行三维包装盒的预测，以帮助无人车定位车辆的三维位置。

prednet

Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

real-time-voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

ronykalfarisi

Config files for my GitHub profile.

sklearn-classification

Data Science Notebook on a Classification Task, using sklearn and Tensorflow.

squeezesegv2

Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud