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A Library for Advanced Deep Time Series Models.

Python 7,627 1,216 Updated Jan 3, 2025

A Python library that helps data scientists to infer causation rather than observing correlation.

Python 2,273 260 Updated Jun 26, 2024

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphic…

Python 7,221 937 Updated Jan 6, 2025

Uplift modeling and causal inference with machine learning algorithms

Python 5,171 785 Updated Dec 27, 2024

Code and analysis results for the CRC shotgun meta-analysis

R 38 33 Updated Sep 28, 2022

Machine learning datasets used in tutorials on MachineLearningMastery.com

1,123 1,496 Updated Aug 15, 2023

✨ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com

HTML 5,448 16,477 Updated Dec 13, 2024

3.41% and 17.11% error on CIFAR-10 and CIFAR-100

Python 331 96 Updated Dec 17, 2018

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

Python 1,375 304 Updated Dec 12, 2021

The Time Series Data Library (TSDL) was created by Rob Hyndman, Professor of Statistics at Monash University, Australia.

R 105 42 Updated Jul 12, 2020

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

Python 1,243 334 Updated Jun 18, 2024

Play deep learning with CIFAR datasets

Python 825 290 Updated Aug 27, 2020

Lime: Explaining the predictions of any machine learning classifier

JavaScript 11,690 1,816 Updated Jul 25, 2024

📃 𝖀𝖓𝖔𝖋𝖋𝖎𝖈𝖎𝖆𝖑 PyTorch Implementation of DA-RNN (arXiv:1704.02971)

Jupyter Notebook 421 140 Updated Nov 22, 2020

RNN based Time-series Anomaly detector model implemented in Pytorch.

Python 1,226 316 Updated Aug 2, 2021

TensorFlow Tutorial for Time Series Prediction

Jupyter Notebook 1,106 417 Updated Aug 1, 2017

Gated Recurrent Unit with a Decay mechanism for Multivariate Time Series with Missing Values

Python 113 29 Updated Jun 2, 2019

inspired by 'Recurrent Neural Networks for Multivariate Time Series with Missing Values' pytorch ver

Jupyter Notebook 113 37 Updated Mar 5, 2019

Probabilistic time series modeling in Python

Python 4,713 763 Updated Nov 11, 2024

machine learning with logical rules in Python

Jupyter Notebook 626 98 Updated Jan 31, 2024

Recurrent (conditional) generative adversarial networks for generating real-valued time series data.

Python 642 180 Updated Oct 7, 2018

image classification with CIFAR10 dataset w/ Tensorflow

Jupyter Notebook 137 115 Updated Nov 19, 2022

Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018

Python 343 99 Updated Jan 27, 2021

[NOT MAINTAINED] Predicting Bit coin price using Time series analysis and sentiment analysis of tweets on bitcoin

Jupyter Notebook 116 35 Updated Oct 2, 2019

Adversarial Attacks on Deep Neural Networks for Time Series Classification

Jupyter Notebook 73 28 Updated Jul 2, 2020

Applied generative adversarial networks (GANs) to do anomaly detection for time series data

Python 532 163 Updated Aug 14, 2019

It contain various script on web crawling/ data mining of social web(RSS,facebook,twitter,Linkedin)

Python 29 19 Updated Sep 19, 2014

Based on a true story

JavaScript 47,798 6,644 Updated Oct 23, 2023

Repositório com os códigos para a monitoria da disciplina de séries temporais da pós-graduação em inteligência computacional do centro de informática (CIn) - UFPE.

Python 5 1 Updated Oct 27, 2022
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