Pinned Repositories
Adversarial-RL
A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock market setting. The strategies adjusted weights to different stocks over time to maximize profits.
AE_ts
Auto encoder for time series
agents
TF-Agents is a library for Reinforcement Learning in TensorFlow
AI-Crash-Course
AI-Crash-Course, published by Packt
AI_Research_Dynamics
alpha-zero-general
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4
deep-learning-keras-tensorflow
Introduction to Deep Neural Networks with Keras and Tensorflow
mxnet-gluon-tutorial
my simple tutorial for mxnet, a fast deep learning framework
tsDyn
tsDyn
wanqing
罗马主义的《晚清沧海事》
elephann's Repositories
elephann/alpha-zero-general
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4
elephann/tensorlayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥
elephann/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
elephann/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020.
elephann/Rainbow
Rainbow: Combining Improvements in Deep Reinforcement Learning
elephann/tensorflow
An Open Source Machine Learning Framework for Everyone
elephann/agents
TF-Agents is a library for Reinforcement Learning in TensorFlow
elephann/SLM-Lab
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
elephann/contextual
Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies
elephann/Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
elephann/deep_learning_and_the_game_of_go
Code and other material for the book "Deep Learning and the Game of Go"
elephann/AI-Crash-Course
AI-Crash-Course, published by Packt
elephann/ML_Finance_Codes
Machine Learning in Finance: From Theory to Practice Book
elephann/Teeny-Go
9x9 go agent inspired by Alpha Go
elephann/R6
Encapsulated object-oriented programming for R
elephann/Deep-Q-Learning-Paper-To-Code
elephann/AlphaZero_Gomoku
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
elephann/machine-learning-asset-management
Machine Learning in Asset Management (by @firmai)
elephann/Reinforcement-learning-in-portfolio-management-
In this paper, we implement three state-of-art continuous reinforcement learning algorithms, Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Policy Gradient (PG)in portfolio management.
elephann/rl-portfolio-management
Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)
elephann/deep-reinforcement-learning-gym
Deep reinforcement learning model implementation in Tensorflow + OpenAI gym
elephann/Hands-On-Reinforcement-Learning-with-R
Hands-On Reinforcement Learning with R, published by Packt
elephann/DS-5500-Project-Portfolio-Optimization-Using-Deep-Reinforcement-Learning
The repository contains the code for project for DS 5500 course at Northeastern.
elephann/betago
BetaGo: AlphaGo for the masses, live on GitHub.
elephann/anogan-keras
Unsupervised anomaly detection with generative model, keras implementation
elephann/RQuantTrader
elephann/candlePlotter
Prints OHLC time series with style
elephann/Adversarial-RL
A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock market setting. The strategies adjusted weights to different stocks over time to maximize profits.
elephann/webinars
Code and slides for RStudio webinars
elephann/monte-carlo-tree-search-1
Monte carlo tree search in python