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goldstar111's Projects

adaptivegp icon adaptivegp

Fully nonstationary, heteroscedastic GP for Matlab

allocator icon allocator

A set of memory allocators for use with the C++ Standard Template Library

awesome-cpp icon awesome-cpp

A curated list of awesome C/C++ frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

bip39 icon bip39

A web tool for converting BIP39 mnemonic codes

bitpredict icon bitpredict

This project is concerned with predicting the price of Bitcoin using machine learning. The goal is to ascertain with what accuracy can the direction of Bitcoin price in USD can be predicted. The task is achieved with varying degrees of success through the implementation of Bayesian Regression.The popular ARIMA model for time series forecasting is implemented as a comparison to Holt’s Forecasting Model, exponential triple smoothing and Bayesian Regression. It can clearly be seen that Bayesian regression gives the best forecasting model for bitcoin price prediction. It has a very low Mean accuracy prediction error of 7.82 which is way lower compared to other models. The model is run only for 10 iterations or Markov chains and increasing this number would further improve the model accuracy. The implementation is done in R.

brigand icon brigand

Instant compile time C++ 11 metaprogramming library

capnproto icon capnproto

Cap'n Proto serialization/RPC system - core tools and C++ library

cereal icon cereal

A C++11 library for serialization

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