myvrml

Personae

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

alphalens

Performance analysis of predictive (alpha) stock factors

Reinforcement_Learning_for_Stock_Prediction

This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube

SWA_keras

Stochastic Weight Averaging in Keras

Neural-Networks-for-time-series-analysis

Compare how ANNs, RNNs, LSTMs, and LSTMs with attention perform on time-series analysis

train_cnn-rnn-attention

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,.....

tensorflow-wavenet

A TensorFlow implementation of DeepMind's WaveNet paper

attentioned-dual-stage-stock-prediction

By PyTorch

stock-price-predict

Implementation of seq2seq with attention in keras

Test-stock-prediction-algorithms

Use deep learning, genetic programming and other methods to predict stock and market movements

A-Dual-Stage-Attention-Based-Recurrent-Neural-Network-for-Time-Series-Prediction

nn_playground

Experimental keras implementation of novel neural network structures

examples

keras-visualize-activations

Activation Maps Visualization for Keras.

hydra

Hydra is a free tool for predicting stock prices using technical analysis

StockPerformanceClassification

Keras 1D CNN on Azure ML Workbench to classify 4 week stock performance based on text in public earnings statements

ml-stock-prediction

A toolset for stock prediction using reinforced learning, including a custom OpenAI environment.

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

Attention_Network_With_Keras

An example attention network with simple dataset.

text_classification

all kinds of text classificaiton models and more with deep learning

deep-RL-trading

Playing trading games with deep reinforcement learning

SWATS

There're bugs for a while······

DeepTrade_keras

transformer-tensorflow

TensorFlow implementation of 'Attention Is All You Need (2017. 6)'

LSTM_Attention

attention-based LSTM/Dense implemented by Keras

lstm_attention_stock

Trading-indicators-and-Chart-patterns

ATR, SuperTrend, Heiken Ashi, Renko

attention

some attention implements

nlstm

Nested LSTM Cell