417 Open source projects that are alternatives of or similar to Gratis

Timeseries database

🌊 Numerically solving and backpropagating through the wave equation

The AI Application Platform We All Need. Human AND Machine Intelligence. Based on experience building AI solutions at Panasonic: robotics predictive maintenance, cold-chain energy optimization, Gigafactory battery mfg, avionics, automotive cybersecurity, and more.

Fast and flexible Gaussian Process regression in Python

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

A python library for Bayesian time series modeling

Automatic extraction of relevant features from time series:

A toolkit for working with time series in R

Gesture Recognition using TensorFlow

Bringing financial analysis to the tidyverse

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

Sequence prediction using recurrent neural networks(LSTM) with TensorFlow

Accumulo backed time series database

Code repository of the paper "Wavelet Networks: Scale Equivariant Learning From Raw Waveforms" https://arxiv.org/abs/2006.05259

A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter

A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile

Distributable time-series database (not actively maintained)

DeltaPy - Tabular Data Augmentation (by @firmai)

ELKI Data Mining Toolkit

AtsPy: Automated Time Series Models in Python (by @firmai)

Yuvi is an in-memory storage engine for recent time series metrics data.

Axibase Time Series Database: Usage Examples and Research Articles

Data generation and property-based testing for Elixir. 🔮

A stock trading bot that uses machine learning to make price predictions.

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

Chart.js plugin for live streaming data

Machine Learning on Sequential Data Using a Recurrent Weighted Average

Conditional GAN for generating synthetic tabular data.

Adventure into using multi attention recurrent neural networks for time-series (city traffic) for the 2017-11-18 McKinsey IronMan (24h non-stop) prediction challenge

💡 A Distributed and High-Performance Monitoring System. Prometheus enterprise edition

Quantitative Financial Modelling Framework

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.

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

An open source SQL database designed to process time series data, faster

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

Timelines Chart

Solution to Corporación Favorita Grocery Sales Forecasting Competition

The Chronix Server implementation that is based on Apache Solr.

Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.

Merlion: A Machine Learning Framework for Time Series Intelligence

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

Calculates various features from time series data. Python implementation of the R package tsfeatures.

Generate strings that match a given regular expression

An interactive 3D animation using WebGL to depict a 2D predator prey ecology on a grid real-time mapped onto the surface of a 3D torus. Sound file is parsed then visualized both in time and frequency domains as well as rendered using Web Audio API - this is an exercise where I taught myself how to display data for an ongoing project on sound syn…

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

(Work In Progress) Implementation of "Financial Time Series Prediction Using Deep Learning"

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

Machine Learning Projects

Time-series database

A Julia implementation of basic tools for time series analysis compatible with incomplete data.

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

Useful tools for periodicity analysis in time series data.

An environmental monitoring and regulation system

Deep Convolutional Neural Networks for Musical Source Separation

Python module for machine learning time series:

Feeding images of time series to Conv Nets! (Tensorflow + Keras)

Natural Series Database

Example projects, code, and documents for comparing Mathematica with R.

Methods for Temporal Disaggregation and Interpolation of Time Series

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