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navendugarg's Projects

autonomous-stock-trading icon autonomous-stock-trading

This is the official repository for the workshop paper "Agent Performing Autonomous Stock Trading under Good and Bad Situations" by authors Yunfei Luo and Zhangqi Duan in AI4ABM at ICLR 2023.

deep-reinforcement-learning-with-pytorch icon deep-reinforcement-learning-with-pytorch

Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO

deep-reinforcement-stock-trading icon deep-reinforcement-stock-trading

A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.

ecanet icon ecanet

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

elegantrl icon elegantrl

Massively Parallel Deep Reinforcement Learning. πŸ”₯

fingpt icon fingpt

Data-Centric FinGPT. Open-source for open finance! Revolutionize πŸ”₯ We release the trained model on HuggingFace.

finnlp icon finnlp

Democratizing Internet-scale financial data.

finrl icon finrl

FinRL: Financial Reinforcement Learning. πŸ”₯

finrl-meta icon finrl-meta

FinRLΒ­-Meta: Dynamic datasets and market environments for FinRL.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hugeicons-react icon hugeicons-react

Boost your UI with Hugeicons React Icons. 3,800+ free customizable stroke icons for sleek web development and design projects. An open-source react icon library tailored for React.

multistockrltrading icon multistockrltrading

Trading multiple stocks using custom gym environment and custom neural network with StableBaselines3.

olps icon olps

Online Portfolio Selection toolbox

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