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Search results for time series
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2,196 search results found
Datascience_artificialintelligence_utils
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369
Examples of Data Science projects and Artificial Intelligence use-cases
Timemachines
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368
Predict time-series with one line of code.
Timeseries Clustering Vae
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366
Variational Recurrent Autoencoder for timeseries clustering in pytorch
Nonstationary_transformers
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364
Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/abs/2205.14415
Timeseries_seq2seq
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362
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.
Torchcde
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361
Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.
Warp10 Platform
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359
The Most Advanced Time Series Platform
Cloudinsight Agent
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357
Cloudinsight Agent is a system tool that monitors system processes and services, and sends information back to your Cloudinsight account.
Mcfly
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355
A deep learning tool for time series classification and regression
Basicts
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352
A Standard and Fair Time Series Forecasting Benchmark and Toolkit.
Neuralcde
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352
Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)
Zigzag
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349
Python library for identifying the peaks and valleys of a time series.
Conformal Prediction
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349
Lightweight, useful implementation of conformal prediction on real data.
Ceres
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348
Distributable time-series database (not actively maintained)
Wavetorch
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348
🌊 Numerically solving and backpropagating through the wave equation
Ae_ts
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345
Auto encoder for time series
Ml_sagemaker_studies
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340
Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.
Tsflex
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340
Flexible time series feature extraction & processing
Pastas
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335
🍝 Pastas is an open-source Python framework for the analysis of groundwater time series.
Anomalize
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334
Tidy anomaly detection
Transformer_time_series
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331
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)
Catch22
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328
catch22: CAnonical Time-series CHaracteristics
Regressio
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326
A python library for univariate regression, interpolation, and smoothing.
Influxdb Client Csharp
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325
InfluxDB 2.x C# Client
Kshape Python
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314
Python implementation of k-Shape
Seasonal
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313
Robustly estimate trend and periodicity in a timeseries.
Deeptime
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313
PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)
Microprediction
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312
If you can measure it, consider it predicted
Taganomaly
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308
Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)
Reservoirpy
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304
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
Tickgrinder
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302
Low-latency algorithmic trading platform written in Rust
Wetterdienst
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299
Open weather data for humans.
Time Series Forecasting And Deep Learning
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298
Resources about time series forecasting and deep learning.
Carbonapi
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298
Implementation of graphite API (graphite-web) in golang
Keras Anomaly Detection
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298
Anomaly detection implemented in Keras
Matrixprofile
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297
A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.
Tempo
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293
API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation
Pyemma
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292
🚂 Python API for Emma's Markov Model Algorithms 🚂
Scalecast
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292
The practitioner's forecasting library
Gnocchi
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292
Timeseries database
Pq
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286
Parse and Query log files as time series
Juttle
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285
Juttle dataflow programming language
Tsfeatures
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285
Calculates various features from time series data. Python implementation of the R package tsfeatures.
Rearview
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283
Timeseries data monitoring framework
Tsaug
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280
A Python package for time series augmentation
Beaker
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279
A mirror for https://git.sr.ht/~hwrd/beaker
Feasts
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278
Feature Extraction And Statistics for Time Series
Raphtory
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278
Blazingly fast, vectorised, parallel, and scalable temporal graph engine for Rust, Python and JavaScript
Timescaledb Docker
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272
Release Docker builds of TimescaleDB
Snmpcollector
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271
A full featured Generic SNMP data collector with Web Administration Interface for InfluxDB
Sysidentpy
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270
A Python Package For System Identification Using NARMAX Models
Deepadots
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270
Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
Time Series Deep Learning State Of The Art
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269
Scientific time series and deep learning state of the art
Simplestockanalysispython
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269
Teaches step-by-step to analysis stock data in python.
Bearcart
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268
Creating Rickshaw.js visualizations with Python Pandas
Hurst
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267
Hurst exponent evaluation and R/S-analysis in Python
Scipy_con_2019
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266
Tutorial Sessions for SciPy Con 2019
Mtad Gat Pytorch
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265
PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).
Time Series Papers
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262
List of awesome papers about time series, mainly including algorithms based on machine learning | 收录时间序列分析中各个研究领域的高水平文章,主要包含基于机器学习的算法
Doppelganger
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259
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
Deeplearningfortimeseriesforecasting
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258
A tutorial demonstrating how to implement deep learning models for time series forecasting
Chronix.server
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258
The Chronix Server implementation that is based on Apache Solr.
Sfa
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258
Scalable Time Series Data Analytics
Rrd4j
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255
A high performance data logging and graphing system for time series data.
Binjr
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249
A Time Series Data Browser
Statespacemodels.jl
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249
StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.
Deep Rl Trading
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248
playing idealized trading games with deep reinforcement learning
Awesome Python Data Science Books
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242
Probably the best curated list of data science books in Python
Mlstm Fcn
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241
Multivariate LSTM Fully Convolutional Networks for Time Series Classification
Fracdiff
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238
Compute fractional differentiation super-fast. Processes time-series to be stationary while preserving memory. cf. "Advances in Financial Machine Learning" by M. Prado.
Tsfeatures
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238
Time series features
Stock Trading Ml
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238
A stock trading bot that uses machine learning to make price predictions.
Traffic_prediction
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237
Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).
Soft Dtw
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235
Python implementation of soft-DTW.
Awesome Time Series
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235
A comprehensive survey on the time series domains
Dtwclust
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232
R Package for Time Series Clustering Along with Optimizations for DTW
Data_science_blogs
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232
A repository to keep track of all the code that I end up writing for my blog posts.
Flot Downsample
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232
Downsample plugin for Flot charts.
Pyfts
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232
An open source library for Fuzzy Time Series in Python
Hawkular Metrics
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231
Time Series Metrics Engine based on Cassandra
Autoquant
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227
R package for automation of machine learning, forecasting, model evaluation, and model interpretation
Ts Tcc
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226
[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"
Tscv
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226
Time Series Cross-Validation -- an extension for scikit-learn
Hyperts
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225
A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
Timeseries_fastai
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224
fastai V2 implementation of Timeseries classification papers.
Dtw Python
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224
Python port of R's Comprehensive Dynamic Time Warp algorithms package
Choochoo
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224
Training Diary
Nitime
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223
Timeseries analysis for neuroscience data
Pyodds
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221
An End-to-end Outlier Detection System
Nolds
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220
Nonlinear measures for dynamical systems (based on one-dimensional time series)
Time Series Machine Learning
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220
Machine learning models for time series analysis
Xts
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215
Extensible time series class that provides uniform handling of many R time series classes by extending zoo.
Unsupervisedscalablerepresentationlearningtimeseries
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212
Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments
Cond_rnn
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212
Conditional RNNs for Tensorflow / Keras.
Scikit Hts
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212
Hierarchical Time Series Forecasting with a familiar API
Deepar
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212
Tensorflow implementation of Amazon DeepAR
Loudml
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210
Loud ML is the first open-source AI solution for ICT and IoT automation
Kairos
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208
Python module for time series data in Redis and Mongo
Fastverse
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207
An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R
Streamlit_prophet
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205
Streamlit app to train, evaluate and optimize a Prophet forecasting model.
Related Searches
Python Time Series (1,386)
Jupyter Notebook Time Series (761)
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