• Stars
    star
    4
  • Rank 3,210,714 (Top 65 %)
  • Language
    Python
  • License
    MIT License
  • Created about 4 years ago
  • Updated over 1 year ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Modular components for dataset preprocessing: a data-trimmer, a standarizer, a sliding-window generator and a feature selector, all optionally useable from command-line.

More Repositories

1

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
Python
196
star
2

agent-multi

Automated trading agent for an OpenAI Gym enviroment with multiple simultaneous trading of symbols(currency pairs) using separate action and observation timeseries.
Python
15
star
3

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.
JavaScript
6
star
4

trading-signal

Generate an ideal trading singnal that can be used as training signal for an automated trading agent.
Python
5
star
5

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.
Python
5
star
6

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.
JavaScript
4
star
7

optimizer

Agent for decentralized multi-level optimization using Singularity and OpenAI Gym
Python
4
star
8

gym-agent

Evaluator of a previously trained Deep Conv Net agent on an OpenAI gym enviroment.
Python
4
star
9

membrane

Neural Network model with spiking neurons, plasticity, epigenetics and axon delay modelling
C++
4
star
10

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.
Python
4
star
11

data-logger

Remote API for configurable and secure generic data logging and visualization.
JavaScript
3
star
12

H5PHET

Implementation of Neuroevolution of Augmenting Topologies(NEAT) using a distributed architecture for training ANNs with Forex application in MQL4
Cuda
3
star
13

SGDOC

Document management system with ISO 15489 field compatibility.
JavaScript
3
star
14

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.
JavaScript
3
star