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Harvey Bastidas's Projects

agent-multi icon agent-multi

Automated trading agent for an OpenAI Gym enviroment with multiple simultaneous trading of symbols(currency pairs) using separate action and observation timeseries.

apic icon apic

One opensource tool for all your API needs.APIC is a free open-source solution that can help you in API Designing, API Testing (even during designing), API Documentation, Simulating your API response for the frontent team etc.

cownet icon cownet

CowNet Open Source Initiative for Body condition scores (BCS) automatic

data-logger icon data-logger

Remote API for configurable and secure generic data logging and visualization.

feature-eng icon 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.

feature-extractor icon feature-extractor

Plug-in based feature extractor, includes modules for a configurable keras model trainer, evaluator and a training/evaluation visualizer with Web interface and serverless database.

gym-agent icon gym-agent

Evaluator of a previously trained Deep Conv Net agent on an OpenAI gym enviroment.

gym-fx icon gym-fx

Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress

h5phet icon h5phet

Implementation of Neuroevolution of Augmenting Topologies(NEAT) using a distributed architecture for training ANNs with Forex application in MQL4

membrane icon membrane

Neural Network model with spiking neurons, plasticity, epigenetics and axon delay modelling

o-pow icon o-pow

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 model parameters found by the optimizers.

optimizer icon optimizer

Agent for decentralized multi-level optimization using Singularity and OpenAI Gym

preprocessor icon 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.

pymssa icon pymssa

Python implementation of Multivariate Singular Spectrum Analysis (MSSA)

q-analyzer icon 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.

sgdoc icon sgdoc

Document management system with ISO 15489 field compatibility.

shields icon shields

Concise, consistent, and legible badges in SVG and raster format

trading-signal icon trading-signal

Generate an ideal trading singnal that can be used as training signal for an automated trading agent.

visualizer icon 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.

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