benjaminpatrickevans
AI Researcher @ JP Morgan. PhD @ University of Sydney (Computer Science). BSc Hons, MSc @ Victoria University of Wellington (Computer Science).
JP Morgan AI ResearchCanary Wharf, London
benjaminpatrickevans's Stars
twitter/the-algorithm
Source code for Twitter's Recommendation Algorithm
networkx/networkx
Network Analysis in Python
AI4Finance-Foundation/FinRL
FinRL: Financial Reinforcement Learning. š„
DLR-RM/stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Farama-Foundation/Gymnasium
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
vwxyzjn/cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
google-deepmind/open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
JerBouma/FinanceDatabase
This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.
Farama-Foundation/PettingZoo
An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
projectmesa/mesa
Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
QuantEcon/QuantEcon.py
A community based Python library for quantitative economics
AI4Finance-Foundation/FinRL-Meta
FinRLĀ-Meta: Dynamic datasets and market environments for FinRL.
Replicable-MARL/MARLlib
One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)
lifrordi/DeepStack-Leduc
Example implementation of the DeepStack algorithm for no-limit Leduc poker
SALib/SALib
Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.
YeWR/EfficientZero
Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.
google-research/rliable
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
openml/OpenML
Open Machine Learning
facebookresearch/rebel
An algorithm that generalizes the paradigm of self-play reinforcement learning and search to imperfect-information games.
Lisandro79/BeatTheBookie
Betting Strategy to Beat the Bookies at Football Games
FLAIROx/JaxMARL
Multi-Agent Reinforcement Learning with JAX
abides-sim/abides
ABIDES: Agent-Based Interactive Discrete Event Simulation
marl-book/codebase
Official code repo for the MARL book (www.marl-book.com)
openml/openml-python
Python module to interface with OpenML
Farama-Foundation/MAgent2
An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments
mpl-extensions/mpl-interactions
Sliders to control matplotlib and other interactive goodies. Works in any interactive backend and even uses ipywidgets when in a Jupyter notebook
jpmorganchase/Phantom
A Multi-agent reinforcement-learning simulator framework.
jidiai/TaxAI
mfrdixon/G-Learning-Wealth-Management
adaptive-entropy-tree-search/ants