cdvetal / TensorGP
A vectorized approach to Genetic Programming
☆43Updated last month
Alternatives and similar repositories for TensorGP:
Users that are interested in TensorGP are comparing it to the libraries listed below
- A framework for gene expression programming (an evolutionary algorithm) in Python☆210Updated 2 years ago
- Implementation of SGE Algorithm in Python 3☆18Updated 8 months ago
- JAX-LOB: A GPU-Accelerated limit order book simulator to unlock large scale reinforcement learning for trading☆107Updated last month
- Repository to host the GRAPE code developed by the BDS group☆10Updated 3 months ago
- An open source python library for non-linear piecewise symbolic regression based on Genetic Programming☆27Updated 7 months ago
- Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP☆52Updated 11 months ago
- Simple Genetic Programming for Symbolic Regression in Python3☆25Updated 2 years ago
- ☆107Updated 5 months ago
- A feature engineering automation tool for learning data representations☆34Updated 6 months ago
- ☆24Updated last year
- A baseline implementation of genetic programming (using trees to encode programs) with some examples of usage.☆32Updated 5 months ago
- pseudocode and algorithms for the paper "Alpha$^2$: Discovering Logical Formulaic Alphas using Deep Reinforcement Learning"☆120Updated 6 months ago
- Tiny Genetic Programming in Python.☆99Updated last year
- A Genetic Programming platform for Python with TensorFlow for wicked-fast CPU and GPU support.☆161Updated 2 years ago
- This repository contains the main code used in the paper "Deep Reinforcement Learning for Market Making Under a Hawkes Process-Based Limi…☆53Updated last year
- Ray based map function for Deap with examples. Automatically batches iterator to multiple workers for many processors or clusters.☆15Updated 4 years ago
- A genetic programming algorithm used for generating alpha factors in the multi-factor investment strategy☆58Updated 4 years ago
- A deep reinforcement learning framework for generating formulaic alpha factors for quantitative investment, powered by GFlowNet, implemen…☆32Updated 6 months ago
- Program Synthesis framework that features heuristics methods (e.g., Genetic Programming) and grammars are defined in Python dataclasses☆39Updated this week
- Multi-objective Genetic Programming by NSGA-II in Python☆32Updated 3 years ago
- The Short-Term Predictability of Returns in Order Book Markets: A Deep Learning Perspective.☆37Updated last year
- Dynamic lead/lag inference for time series☆15Updated 5 years ago
- ☆45Updated 3 years ago
- Code from the paper "Robust technical trading strategies using GP for algorithmic portfolio selection"☆10Updated 5 years ago
- A repository for simulating limit order book dynamics from historical data and using it to train a reinforcement learning agent to make m…☆29Updated 2 years ago
- 🚂💨 Deep Momentum Networks for Time Series Strategies☆113Updated 4 years ago
- Mining technical factors based on symbolic regression via genetic algorithm☆166Updated last year
- An easy-to-use scikit-learn inspired implementation of the Multidimensional Multiclass Genetic Programming with Multidimensional Populati…☆9Updated 10 months ago
- PonyGE2: grammatical evolution and variants in Python☆163Updated 2 years ago
- mbt_gym is a module which provides a suite of gym environments for training reinforcement learning (RL) agents to solve model-based high-…☆155Updated last year