1.tensortrade-org / tensortrade
An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
+1,066 stars
from 6,191 · score 6.97
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Ranked by Attention Score: stars gained over the last 180 complete days
12 repositories by Attention Score · May 9, 2026 – Nov 4, 2026 (UTC)
2.huseinzol05 / Stock-Prediction-ModelsArchived
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
- lstm
- lstm-sequence
- evolution-strategies
- stock-prediction-models
- seq2seq
- trading-bot
- +9 more
+248 stars
from 9,260 · score 5.52
3.sail-sg / envpool
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
- reinforcement-learning
- parallel-processing
- cpp17
- pybind11
- reinforcement-learning-environments
- threadpool
- +10 more
+187 stars
from 1,346 · score 5.24
4.google-deepmind / acme
A library of reinforcement learning components and agents
+119 stars
from 3,963 · score 4.79
5.google / dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
- rl
- ml
- ai
- tensorflow
+96 stars
from 10,835 · score 4.57
6.opendilab / DI-engine
OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.
- reinforcement-learning
- multiagent-reinforcement-learning
- self-play
- imitation-learning
- inverse-reinforcement-learning
- exploration-exploitation
- +14 more
+58 stars
from 3,589 · score 4.08
7.tensorflow / agents
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
- reinforcement-learning
- tensorflow
- contextual-bandits
- bandits
- multi-armed-bandits
- tf-agents
- +2 more
+32 stars
from 2,998 · score 3.50
8.google / traxArchived
Trax — Deep Learning with Clear Code and Speed
- jax
- numpy
- deep-learning
- deep-reinforcement-learning
- machine-learning
- transformer
- +1 more
+28 stars
from 8,271 · score 3.37
9.nicrusso7 / rex-gym
OpenAI Gym environments for an open-source quadruped robot (SpotMicro)
- openai-gym
- openai-gym-environments
- robotics
- tensorflow
- python3
- pybullet
- +14 more
+21 stars
from 1,087 · score 3.09
10.KevinCoble / AIToolbox
A toolbox of AI modules written in Swift: Graphs/Trees, Support Vector Machines, Neural Networks, PCA, K-Means, Genetic Algorithms
+6 stars
from 802 · score 1.95
+4 stars
from 3,126 · score 1.61
12.filangelos / qtraderArchived
Reinforcement Learning for Portfolio Management
- reinforcement-learning
- recurrent-neural-networks
- q-learning
- algorithmic-trading
- python
+2 stars
from 478 · score 1.10