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mts-lstm

Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network

ocsvm-anomaly-detection

anomaly detection by one-class SVM

oed

Outlier Detection for Time Series with Recurrent Autoencoder Ensembles

or-objectdetection

object detection in video

orion

A machine learning library for detecting anomalies in signals.

pluralistic-inpainting

CVPR 2019: "Pluralistic Image Completion"

prednet

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

pyimagesearch-cv-dl-crashcourse

Repository for PyImageSearch Crash Course on Computer Vision and Deep Learning

python

All Algorithms implemented in Python

real-time-ml-project

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

redtail

Perception and AI components for autonomous mobile robotics.

reducible

Repository containing all code for the videos on the Reducible YouTube channel

regression-data-poisoning

Experiments on Data Poisoning Regression Learning

seq2seq-signal-prediction

Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

sktime

A scikit-learn compatible Python toolbox for machine learning with time series

stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

swat-seq2seq

Anomaly Detection for SWaT Dataset using Sequence-to-Sequence Neural Networks

tapr

Time-series Aware Precision and Recall for Evaluating Anomaly Detection Methods

tensorflow2-generative-models

Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.

the-incredible-pytorch

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

time-series-data

This repository contain the projects related with -- time series data

time-series-forecasting

Forecasting time series data with MLP by Google TensorFlow.

timeseries_seq2seq

This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.

tiny

Tiny Face Detector, CVPR 2017

tiny-faces-pytorch

Finding Tiny Faces in PyTorch

tltdemo-start

TLT Demo: Starter repository

ubuntu_canon_printer

Script for installing the Linux CAPT Printer Driver for Canon LBP printers on Ubuntu (both 32-bit and 64-bit)

ucr_time_series_classification_deep_learning_baseline

Fully Convlutional Neural Networks for state-of-the-art time series classification

unsupervised-deep-learning-framework-for-anomaly-detection-in-time-series-

Unsupervised deep learning framework with online(MLP: prediction-based, 1 D Conv and VAE: reconstruction-based, Wavenet: prediction-based) settings for anaomaly detection in time series data

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