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/bash-it
A community Bash framework.
elephann/setup_macOS_for_R
Setup macOS with R and associated libraries using Homebrew
elephann/Wavenet-in-Keras-for-Kaggle-Competition-Web-Traffic-Time-Series-Forecasting
Sequence to Sequence Model based on Wavenet instead of LSTM implemented in Keras
elephann/kaggle-web-traffic
1st place solution
elephann/Neural-Net-with-Financial-Time-Series-Data
This solution presents an accessible, non-trivial example of machine learning (Deep learning) with financial time series using TensorFlow
elephann/Keras-GAN
Keras implementations of Generative Adversarial Networks.
elephann/stationarity
elephann/seriesnet
Time series prediction using dilated causal convolutional neural nets (temporal CNN)
elephann/Test-stock-prediction-algorithms
Use deep learning, genetic programming and other methods to predict stock and market movements
elephann/dl-4-tsc
Deep Learning for Time Series Classification
elephann/deep_rl_trader
Trading Environment(OpenAI Gym) + DDQN (Keras-RL)
elephann/keras-rl
Deep Reinforcement Learning for Keras.
elephann/softs
互联网上仅存的稀缺资源,不收取任何费用,仅用于个人研究和使用,发扬互联网分享精神,专注收藏与分享。
elephann/RLQuant
Applying Reinforcement Learning in Quantitative Trading
elephann/ts_classification_prediction
Different deep learning architectures are implemented for time series classification and prediction purposes.
elephann/TCN
Sequence modeling benchmarks and temporal convolutional networks
elephann/Deep-Portfolio-Management-Reinforcement-Learning
This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.
elephann/qtrader
Reinforcement Learning for Portfolio Management
elephann/keras-adversarial
Keras Generative Adversarial Networks
elephann/derivmkts
R package for option pricing
elephann/Paper-List-of-Time-Series-Forecasting-with-Deep-Learning
elephann/StockPerformanceClassification
Keras 1D CNN on Azure ML Workbench to classify 4 week stock performance based on text in public earnings statements
elephann/deep-trading-agent
Deep Reinforcement Learning based Trading Agent for Bitcoin
elephann/financialds
chiness stocks/future data from website/local db
elephann/Parametric-t-SNE
Running parametric t-SNE by Laurens Van Der Maaten with Octave and oct2py.
elephann/xgboost-tuner
A library for automatically tuning XGBoost parameters
elephann/On-constitution-amendment-NO.1
elephann/TradingGym
Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.
elephann/keras-anomaly-detection
Anomaly detection implemented in Keras
elephann/forum
蓝灯(Lantern)官方论坛