Harvey Bastidas's repositories
agent-multi
Automated trading agent for an OpenAI Gym enviroment with multiple simultaneous trading of symbols(currency pairs) using separate action and observation timeseries.
don
Descentralized Optimization Network (DON) is a REST API that allows extending existing evolutionary algorithms to a decentralized architecture to provide collaboration, scalability, event log and fault-tolerance in an optimization process. It also allows external clients to make remote evaluations of data using the most optimized models.
feature-eng
Implements classes for feature engineering including one for Singular Spectrum Analysis (SSA) decomposition, SSA prediction or an heuristic function of an input dataset that may be used as training signal.
trading-signal
Generate an ideal trading singnal that can be used as training signal for an automated trading agent.
preprocessor
Modular components for dataset preprocessing: a data-trimmer, a standarizer, a sliding-window generator and a feature selector, all optionally useable from command-line.
q-analyzer
Generate a csv file and a graphic with the correlations between an ideal training signal and each of the channels of a ssa decomposition of the close price and the sum of the channels with a variable number of channels. the objective is to decide the most convenient number of channels that to feed a trading agent in the gym-forex OpenAI environment.
visualizer
Plugin-based multiuser Web platform for monitoring and visualizing variables with built in JSON-configured sqlite input and html output plugins. Has support for real time variable monitoring on multiple processes.
data-logger
Remote API for configurable and secure generic data logging and visualization.
feature-extractor
Feature Extractor is a Python application designed for processing CSV data through customizable encoding and decoding workflows. The application supports dynamic plugin integration, allowing users to extend its capabilities by adding custom encoder and decoder models.
BCS_Body_Condition_Score_Cattle_Prediction
body-condition-score_cattle prediction.
CowNet
CowNet Open Source Initiative for Body condition scores (BCS) automatic