TSXor: A Simple Time Series Compression Algorithm

TSXor-Go

TSXor: A Simple Time Series Compression Algorithm

This is porting of TSXor (originally made in C++).

Please note that this repo was created for training purposes only. If you are interested in performance, please see the original version.

How to run

go run main.go PATH/TO/CSV/FILE.csv

Zstandard - Fast real-time compression algorithm

Lizard (formerly LZ5) is an efficient compressor with very fast decompression. It achieves compression ratio that is comparable to zip/zlib and zstd/brotli (at low and medium compression levels) at decompression speed of 1000 MB/s and faster.

Extremely Fast Compression algorithm

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

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

Programmable Neural Network Compression

SiriDB is a highly-scalable, robust and super fast time series database. Build from the ground up SiriDB uses a unique mechanism to operate without a global index and allows server resources to be added on the fly. SiriDB's unique query language includes dynamic grouping of time series for easy analysis over large amounts of time series.

A Python package for time series classification

Time series data collector / exporter

A Django | React application that forecast time series data using ARIMA and RNN models.

Small strings compression library

An effective time-series data compression/decompression method based on Facebook's Gorilla.

A high performance, high compression ratio, high usability open-source time-series database.

A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).

PyTorch code for the CVPR'20 paper "Learning Better Lossless Compression Using Lossy Compression"

Tzar: 👑Easy compression and extraction for any compression or archival format.

Pytorch implementation of our paper accepted by NeurIPS 2021 -- Revisiting Discriminator in GAN Compression: A Generator-discriminator Cooperative Compression Scheme

Node.js compression middleware

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

A maze generator and solver written in Python, which uses a backtracker algorithm and Djikstra's algorithm.

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