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Mariusz Adamczyk's Projects

400plus icon 400plus

Main repository for the 400plus project

anomalydetection icon anomalydetection

This repository is part of an article about how to forecast and detect anomalies on time-series data. The main objective is to train a RNN regressor on the Bitcoin dataset to predict future values on then detect anomalies in the whole data window - that last step achieved by implementing a RNN Autoencoder. You'll see some other models in the notebooks that I've provided to you in case they are of your interest and this RNN regressor + RNN Autoencoder doesn't perform well for your purpose in any other scenario. The dataset used is available at https://www.kaggle.com/mczielinski/bitcoin-historical-data and contains BITCOIN/USD 1-minute candle data, from 2012-01-01 to 2020-12-31. I hope you can get advantage of this approach!

arduino-lmic icon arduino-lmic

LoraWAN-in-C library, adapted to run under the Arduino environment

bitcoin-rnn icon bitcoin-rnn

rnn/lstm to generate private keys from public keys of known high value

bitcoin-tutorials icon bitcoin-tutorials

Documenting Bitcoin related setups using LND, JoinMarket, RaspiBlitz, Debian and Ubuntu

bitcrack icon bitcrack

A tool for cracking Bitcoin private keys

bitluck icon bitluck

A simple Bitcoin-based lottery script. (Discontinued.)

bitp0wn icon bitp0wn

Showcase of algorithms to retrieve a private key from a public key on bitcoin.

bsgs icon bsgs

Baby Step Giant Step for SECPK1

cryptopiatradingframework icon cryptopiatradingframework

Python interface to Cryptopia's api for trading. I used this to write several cryptocurrency trading algorithms

dsc icon dsc

An Arduino-based differential solar controller. Hardware, Firmware, and Software.

ecdsa-private-key-recovery icon ecdsa-private-key-recovery

A simple library to recover the private key of ECDSA and DSA signatures sharing the same nonce k and therefore having identical signature parameter r

esp8266-oled-ssd1306 icon esp8266-oled-ssd1306

Driver for the SSD1306 and SH1106 based 128x64 pixel OLED display running on the Arduino/ESP8266 platform

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