An open API service providing repository metadata for many open source software ecosystems.

Topic: "time-series"

prometheus/prometheus

The Prometheus monitoring system and time series database.

Language: Go - Size: 243 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 58,188 - Forks: 9,524

influxdata/influxdb

Scalable datastore for metrics, events, and real-time analytics

Language: Rust - Size: 193 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 29,861 - Forks: 3,595

taosdata/TDengine

High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios

Language: C - Size: 593 MB - Last synced at: about 12 hours ago - Pushed at: about 14 hours ago - Stars: 23,768 - Forks: 4,901

timescale/timescaledb

A time-series database for high-performance real-time analytics packaged as a Postgres extension

Language: C - Size: 44.1 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 18,817 - Forks: 928

influxdata/telegraf

Agent for collecting, processing, aggregating, and writing metrics, logs, and other arbitrary data.

Language: Go - Size: 72.9 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 15,506 - Forks: 5,640

questdb/questdb

QuestDB is a high performance, open-source, time-series database

Language: Java - Size: 699 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 15,068 - Forks: 1,226

ccfos/nightingale

Nightingale for monitoring and alerting, just as Grafana for visualization.

Language: Go - Size: 88.6 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 10,785 - Forks: 1,507

pycaret/pycaret

An open-source, low-code machine learning library in Python

Language: Jupyter Notebook - Size: 255 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 9,269 - Forks: 1,802

leeoniya/uPlot

📈 A small, fast chart for time series, lines, areas, ohlc & bars

Language: JavaScript - Size: 8.06 MB - Last synced at: about 18 hours ago - Pushed at: 4 days ago - Stars: 9,073 - Forks: 399

blue-yonder/tsfresh

Automatic extraction of relevant features from time series:

Language: Jupyter Notebook - Size: 7.97 MB - Last synced at: 7 days ago - Pushed at: 2 months ago - Stars: 8,707 - Forks: 1,237

autogluon/autogluon

Fast and Accurate ML in 3 Lines of Code

Language: Python - Size: 21.5 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 8,655 - Forks: 991

unit8co/darts

A python library for user-friendly forecasting and anomaly detection on time series.

Language: Python - Size: 206 MB - Last synced at: about 12 hours ago - Pushed at: 1 day ago - Stars: 8,518 - Forks: 924

thuml/Time-Series-Library

A Library for Advanced Deep Time Series Models.

Language: Python - Size: 76.4 MB - Last synced at: 11 days ago - Pushed at: about 1 month ago - Stars: 8,516 - Forks: 1,354

sktime/sktime

A unified framework for machine learning with time series

Language: Python - Size: 77.1 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 8,331 - Forks: 1,524

open-falcon/falcon-plus

An open-source and enterprise-level monitoring system.

Language: Go - Size: 16.8 MB - Last synced at: 1 day ago - Pushed at: 12 months ago - Stars: 7,284 - Forks: 1,526

graphite-project/graphite-web

A highly scalable real-time graphing system

Language: JavaScript - Size: 22.8 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 5,898 - Forks: 1,257

zhouhaoyi/Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

Language: Python - Size: 6.33 MB - Last synced at: 11 days ago - Pushed at: 17 days ago - Stars: 5,812 - Forks: 1,199

timeseriesAI/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

Language: Jupyter Notebook - Size: 1.44 GB - Last synced at: 11 days ago - Pushed at: about 2 months ago - Stars: 5,542 - Forks: 683

PaddlePaddle/PaddleX

All-in-One Development Tool based on PaddlePaddle

Language: Python - Size: 492 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 5,360 - Forks: 1,016

polakowo/vectorbt

Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.

Language: Python - Size: 716 MB - Last synced at: 1 day ago - Pushed at: 3 months ago - Stars: 5,059 - Forks: 685

GreptimeTeam/greptimedb

An open-source, cloud-native, unified observerability database for metrics, logs and events, supporting SQL/PromQL/Streaming. Available on GreptimeCloud.

Language: Rust - Size: 52.6 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 4,856 - Forks: 355

facontidavide/PlotJuggler

The Time Series Visualization Tool that you deserve.

Language: C++ - Size: 54.7 MB - Last synced at: 11 days ago - Pushed at: about 2 months ago - Stars: 4,729 - Forks: 659

awslabs/gluonts

Probabilistic time series modeling in Python

Language: Python - Size: 13.9 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 4,607 - Forks: 752

salesforce/Merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

Language: Python - Size: 101 MB - Last synced at: 11 days ago - Pushed at: 10 months ago - Stars: 4,241 - Forks: 334

Nixtla/statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

Language: Python - Size: 222 MB - Last synced at: 6 days ago - Pushed at: 19 days ago - Stars: 4,232 - Forks: 305

crate/crate

CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.

Language: Java - Size: 155 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 4,222 - Forks: 579

khuyentran1401/Data-science

Collection of useful data science topics along with articles, videos, and code

Language: Jupyter Notebook - Size: 128 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 4,086 - Forks: 1,031

ourownstory/neural_prophet

NeuralProphet: A simple forecasting package

Language: Python - Size: 214 MB - Last synced at: 12 days ago - Pushed at: 3 months ago - Stars: 4,041 - Forks: 499

ravendb/ravendb

ACID Document Database

Language: C# - Size: 780 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 3,730 - Forks: 833

Nixtla/neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

Language: Python - Size: 139 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 3,440 - Forks: 394

amazon-science/chronos-forecasting

Chronos: Pretrained Models for Probabilistic Time Series Forecasting

Language: Python - Size: 1000 KB - Last synced at: 7 days ago - Pushed at: 10 days ago - Stars: 3,149 - Forks: 349

kizniche/Mycodo

An environmental monitoring and regulation system

Language: Python - Size: 108 MB - Last synced at: 11 days ago - Pushed at: 13 days ago - Stars: 3,066 - Forks: 522

rob-med/awesome-TS-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

Size: 141 KB - Last synced at: 2 days ago - Pushed at: 6 months ago - Stars: 3,048 - Forks: 454

tslearn-team/tslearn

The machine learning toolkit for time series analysis in Python

Language: Python - Size: 7.1 MB - Last synced at: 9 months ago - Pushed at: 10 months ago - Stars: 2,853 - Forks: 336

qingsongedu/time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

Size: 306 KB - Last synced at: 15 days ago - Pushed at: 8 months ago - Stars: 2,700 - Forks: 257

Nixtla/nixtla

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

Language: Jupyter Notebook - Size: 281 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2,690 - Forks: 220

Alro10/deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

Language: Jupyter Notebook - Size: 1.22 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 2,683 - Forks: 530

pipelinedb/pipelinedb

High-performance time-series aggregation for PostgreSQL

Language: C - Size: 46.7 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 2,643 - Forks: 243

sdv-dev/SDV

Synthetic data generation for tabular data

Language: Python - Size: 31 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 2,597 - Forks: 331

jolibrain/deepdetect

Deep Learning API and Server in C++14 support for PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

Language: C++ - Size: 103 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 2,529 - Forks: 560

ddz16/TSFpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

Size: 1.01 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 2,496 - Forks: 217

curiousily/Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

Language: Jupyter Notebook - Size: 32.3 MB - Last synced at: 9 days ago - Pushed at: 10 months ago - Stars: 2,416 - Forks: 648

griddb/griddb

GridDB is a next-generation open source database that makes time series IoT and big data fast,and easy.

Language: C++ - Size: 26 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2,378 - Forks: 4,958

SeldonIO/alibi-detect

Algorithms for outlier, adversarial and drift detection

Language: Jupyter Notebook - Size: 35.3 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 2,341 - Forks: 229

influxdata/kapacitor

Open source framework for processing, monitoring, and alerting on time series data

Language: Go - Size: 21.1 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 2,331 - Forks: 488

cure-lab/LTSF-Linear

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

Language: Python - Size: 5.67 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 2,172 - Forks: 471

MaxBenChrist/awesome_time_series_in_python

This curated list contains python packages for time series analysis

Size: 141 KB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 2,168 - Forks: 368

AIStream-Peelout/flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

Language: Python - Size: 8.03 MB - Last synced at: 9 days ago - Pushed at: 18 days ago - Stars: 2,160 - Forks: 300

spiceai/spiceai

A portable accelerated data query and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.

Language: Rust - Size: 24.2 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 2,137 - Forks: 102

RJT1990/pyflux

Open source time series library for Python

Language: Python - Size: 3.77 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 2,123 - Forks: 242

thuml/Autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

Language: Jupyter Notebook - Size: 2.13 MB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 2,120 - Forks: 449

gocrane/crane

Crane is a FinOps Platform for Cloud Resource Analytics and Economics in Kubernetes clusters. The goal is not only to help users to manage cloud cost easier but also ensure the quality of applications.

Language: Go - Size: 66.3 MB - Last synced at: 10 days ago - Pushed at: 4 months ago - Stars: 1,940 - Forks: 394

KimMeen/Time-LLM

[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

Language: Python - Size: 1.06 MB - Last synced at: 8 days ago - Pushed at: 6 months ago - Stars: 1,928 - Forks: 333

alpacahq/marketstore

DataFrame Server for Financial Timeseries Data

Language: Go - Size: 7.01 MB - Last synced at: 6 days ago - Pushed at: 11 months ago - Stars: 1,924 - Forks: 236

uber/orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Language: Python - Size: 160 MB - Last synced at: 6 months ago - Pushed at: 9 months ago - Stars: 1,872 - Forks: 134

ContextLab/hypertools

A Python toolbox for gaining geometric insights into high-dimensional data

Language: Python - Size: 95.3 MB - Last synced at: about 8 hours ago - Pushed at: about 1 year ago - Stars: 1,843 - Forks: 161

Arturus/kaggle-web-traffic

1st place solution

Language: Jupyter Notebook - Size: 8.76 MB - Last synced at: 23 days ago - Pushed at: over 2 years ago - Stars: 1,839 - Forks: 665

johannfaouzi/pyts

A Python package for time series classification

Language: Python - Size: 7.52 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 1,806 - Forks: 170

cnosdb/cnosdb

A cloud-native open source distributed time series database with high performance, high compression ratio and high availability.

Language: Rust - Size: 17.5 MB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 1,689 - Forks: 319

raminmh/liquid_time_constant_networks

Code Repository for Liquid Time-Constant Networks (LTCs)

Language: Python - Size: 3.87 MB - Last synced at: 8 days ago - Pushed at: 11 months ago - Stars: 1,647 - Forks: 305

alkaline-ml/pmdarima

A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

Language: Python - Size: 77.4 MB - Last synced at: 8 days ago - Pushed at: 5 months ago - Stars: 1,633 - Forks: 239

datamllab/tods

TODS: An Automated Time-series Outlier Detection System

Language: Python - Size: 31.2 MB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 1,547 - Forks: 198

neomatrix369/awesome-ai-ml-dl

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

Language: Jupyter Notebook - Size: 76.5 MB - Last synced at: 6 days ago - Pushed at: 9 months ago - Stars: 1,527 - Forks: 362

ydataai/ydata-synthetic

Synthetic data generators for tabular and time-series data

Language: Jupyter Notebook - Size: 16.4 MB - Last synced at: 11 days ago - Pushed at: about 1 month ago - Stars: 1,524 - Forks: 249

graphite-project/carbon

Carbon is one of the components of Graphite, and is responsible for receiving metrics over the network and writing them down to disk using a storage backend.

Language: Python - Size: 1.9 MB - Last synced at: 11 days ago - Pushed at: 3 months ago - Stars: 1,520 - Forks: 490

kwuking/TimeMixer

[ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"

Language: Python - Size: 5.23 MB - Last synced at: 8 days ago - Pushed at: 10 days ago - Stars: 1,438 - Forks: 173

filodb/FiloDB

Distributed Prometheus time series database

Language: Scala - Size: 32.3 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 1,435 - Forks: 230

time-series-foundation-models/lag-llama

Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

Language: Python - Size: 247 KB - Last synced at: 7 days ago - Pushed at: 2 months ago - Stars: 1,414 - Forks: 169

bashtage/arch

ARCH models in Python

Language: Python - Size: 190 MB - Last synced at: 11 days ago - Pushed at: about 1 month ago - Stars: 1,387 - Forks: 259

WenjieDu/PyPOTS

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

Language: Python - Size: 3.98 MB - Last synced at: 7 days ago - Pushed at: 10 days ago - Stars: 1,358 - Forks: 131

timescale/tsbs

Time Series Benchmark Suite, a tool for comparing and evaluating databases for time series data

Language: Go - Size: 7.3 MB - Last synced at: 10 days ago - Pushed at: 9 months ago - Stars: 1,351 - Forks: 312

pyrra-dev/pyrra

Making SLOs with Prometheus manageable, accessible, and easy to use for everyone!

Language: Go - Size: 22.2 MB - Last synced at: 9 days ago - Pushed at: 12 days ago - Stars: 1,340 - Forks: 115

py-why/causal-learn

Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

Language: Python - Size: 27 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 1,322 - Forks: 211

zalandoresearch/pytorch-ts

PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

Language: Python - Size: 3.74 MB - Last synced at: 5 days ago - Pushed at: 10 months ago - Stars: 1,305 - Forks: 197

skforecast/skforecast

Time series forecasting with machine learning models

Language: Python - Size: 519 MB - Last synced at: 7 days ago - Pushed at: 9 days ago - Stars: 1,295 - Forks: 153

winedarksea/AutoTS

Automated Time Series Forecasting

Language: Python - Size: 46.8 MB - Last synced at: 10 days ago - Pushed at: 17 days ago - Stars: 1,263 - Forks: 110

graphite-project/whisper

Whisper is a file-based time-series database format for Graphite.

Language: Python - Size: 518 KB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 1,255 - Forks: 325

chickenbestlover/RNN-Time-series-Anomaly-Detection

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

Language: Python - Size: 33.5 MB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 1,254 - Forks: 315

pomber/covid19

JSON time-series of coronavirus cases (confirmed, deaths and recovered) per country - updated daily

Language: JavaScript - Size: 268 MB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 1,228 - Forks: 374

liyaguang/DCRNN

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

Language: Python - Size: 125 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1,218 - Forks: 402

rsvp/fecon235

Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

Language: Jupyter Notebook - Size: 5.79 MB - Last synced at: 12 days ago - Pushed at: about 2 years ago - Stars: 1,209 - Forks: 340

jacksontj/promxy

An aggregating proxy to enable HA prometheus

Language: Go - Size: 82.9 MB - Last synced at: 10 days ago - Pushed at: 20 days ago - Stars: 1,197 - Forks: 136

nakabonne/tstorage

An embedded time-series database

Language: Go - Size: 524 KB - Last synced at: 11 days ago - Pushed at: 6 months ago - Stars: 1,181 - Forks: 84

yahoo/egads

A Java package to automatically detect anomalies in large scale time-series data

Language: Java - Size: 1.31 MB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 1,178 - Forks: 330

GestaltCogTeam/BasicTS

A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.

Language: Python - Size: 16.4 MB - Last synced at: 8 days ago - Pushed at: 3 months ago - Stars: 1,161 - Forks: 142

aeon-toolkit/aeon

A toolkit for machine learning from time series

Language: Python - Size: 102 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 1,154 - Forks: 208

arundo/adtk

A Python toolkit for rule-based/unsupervised anomaly detection in time series

Language: Python - Size: 23.5 MB - Last synced at: 11 days ago - Pushed at: 9 months ago - Stars: 1,150 - Forks: 154

void-rs/void

terminal-based personal organizer

Language: Rust - Size: 2.21 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 1,103 - Forks: 37

sintel-dev/Orion

Unsupervised time series anomaly detection library

Language: Python - Size: 34.5 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1,100 - Forks: 171

predict-idlab/plotly-resampler

Visualize large time series data with plotly.py

Language: Python - Size: 45.7 MB - Last synced at: 11 days ago - Pushed at: 13 days ago - Stars: 1,096 - Forks: 73

SalesforceAIResearch/uni2ts

Unified Training of Universal Time Series Forecasting Transformers

Language: Jupyter Notebook - Size: 7.11 MB - Last synced at: 8 days ago - Pushed at: 24 days ago - Stars: 1,094 - Forks: 127

functime-org/functime

Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.

Language: Python - Size: 278 MB - Last synced at: 4 days ago - Pushed at: 10 months ago - Stars: 1,093 - Forks: 62

traildb/traildb

TrailDB is an efficient tool for storing and querying series of events

Language: C - Size: 1.45 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 1,091 - Forks: 75

khundman/telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

Language: Jupyter Notebook - Size: 9.31 MB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 1,082 - Forks: 255

cvxgrp/cvxportfolio

Portfolio optimization and back-testing.

Language: Python - Size: 159 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 1,066 - Forks: 265

oetiker/rrdtool-1.x

RRDtool 1.x - Round Robin Database

Language: C - Size: 14.9 MB - Last synced at: 8 days ago - Pushed at: 16 days ago - Stars: 1,040 - Forks: 272

Nixtla/mlforecast

Scalable machine 🤖 learning for time series forecasting.

Language: Python - Size: 29.8 MB - Last synced at: 12 days ago - Pushed at: 20 days ago - Stars: 1,005 - Forks: 97

Kismuz/btgym

Scalable, event-driven, deep-learning-friendly backtesting library

Language: Python - Size: 124 MB - Last synced at: 27 days ago - Pushed at: over 3 years ago - Stars: 990 - Forks: 260

cuge1995/awesome-time-series

list of papers, code, and other resources

Size: 1.03 MB - Last synced at: 11 days ago - Pushed at: 9 months ago - Stars: 985 - Forks: 160

fraunhoferportugal/tsfel

An intuitive library to extract features from time series.

Language: Python - Size: 39.7 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 925 - Forks: 143

Related Topics
machine-learning 1,285 python 1,111 deep-learning 764 forecasting 705 time-series-analysis 607 data-science 508 r 358 lstm 326 time-series-forecasting 281 pytorch 257 tensorflow 232 data-analysis 223 anomaly-detection 222 arima 220 timeseries 212 pandas 201 statistics 186 data-visualization 180 classification 150 python3 149 visualization 149 prediction 141 neural-network 139 regression 132 clustering 130 keras 130 arima-model 115 rnn 111 neural-networks 110 database 110 finance 107 lstm-neural-networks 107 covid-19 99 arima-forecasting 99 jupyter-notebook 95 numpy 95 time-series-prediction 94 econometrics 93 stock-market 91 prophet 90 stock-price-prediction 90 xgboost 86 deep-neural-networks 82 linear-regression 81 data 79 matplotlib 78 time-series-classification 76 artificial-intelligence 74 forecasting-models 74 data-mining 74 monitoring 74 scikit-learn 74 transformer 72 recurrent-neural-networks 72 machine-learning-algorithms 71 sarimax 70 cnn 70 nlp 69 analysis 67 exploratory-data-analysis 67 r-package 66 random-forest 65 convolutional-neural-networks 64 forecast 62 computer-vision 61 metrics 59 influxdb 58 signal-processing 58 streamlit 58 sklearn 56 natural-language-processing 55 ai 55 iot 55 java 54 julia 53 financial-analysis 51 multivariate-timeseries 50 sarima 50 regression-models 49 feature-engineering 49 transformers 49 unsupervised-learning 48 dataset 47 eda 46 fbprophet 46 kaggle 45 statsmodels 45 time 45 analytics 45 plotly 45 cryptocurrency 44 golang 44 matlab 44 stock 43 moving-average 43 rstats 43 bitcoin 43 predictive-modeling 43 outlier-detection 43 timeseries-forecasting 42