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a-multi-layer-and-multi-ensembled-stock-trader-using-deep-learning-and-deep-reinforcement-learning

a3c_trading

Trading with recurrent actor-critic reinforcement learning

acnet

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

adx-trend-reversal-stock-trading-algo

algorithmic-support-and-resistance

Automatically identifies support and resistance lines on a stock chart using reversal points, displays candlestick chart.

bilibili-user

🍥 Bilibili 用户爬虫

bitcoin_mean_reversal

A trading strategy that executed a long order if the latest price of bitcoin was below the lower standard deviation of the last 20 candles or executed a short order if the price of bitcoin was above the upper standard deviation of the last 20 candles.

cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In PyTorch Learing Neural Networks Likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM

contextual-bandit-resnet-trading

Using Resnet architecture in the contextual bandit framework for financial asset trading

convlstm_pytorch

Implementation of Convolutional LSTM in PyTorch.

crn-causal

crnn-pytorch

Pytorch implementation of OCR system using CRNN + CTCLoss

crnn-pytorch-1

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition using Pytorch

cryptocurrency-trading-systems-based-on-recurrent-reinforcement-learning

cryptocurrencyprediction

Predict Cryptocurrency Price with Deep Learning

cs229_project_report

deep-q-learning-deep-sarsa-lunarlander-v2

Applying deep reinforcement learning algorithms, Deep SARSA and Deep Q-Learning, to OpenAI Gym's LunarLander-v2.

deep-reinforcement-learning-in-stock-trading

Using deep actor-critic model to learn best strategies in pair trading

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-rl-trading

playing idealized trading games with deep reinforcement learning

deep_q_trader

Multi-DQN Trader

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

dip

dl-4-tsc

Deep Learning for Time Series Classification

dnnbox

Learn to implement deep learning networks using PyTorch

dqn-trading

A Deep Reinforcement Learning Framework for Stock Market Trading

dqn_with_ucb

DQN with UCB

drl

Deep Reinforcement Learning

exp-anomaly-detector

The design of a time series anomaly detector through RNN and RL.

fire

FInancial REinforcement learning