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Hao's Projects

adv_fin_ml_exercises icon adv_fin_ml_exercises

Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]

bert icon bert

TensorFlow code and pre-trained models for BERT

da-rnn icon da-rnn

📃 PyTorch Implementation of DA-RNN (arXiv:1704.02971)

deeplearning_financial icon deeplearning_financial

Attempt to replicate: A deep learning framework for financial time series using stacked autoencoders and long- short term memory

esrnn-gpu icon esrnn-gpu

PyTorch GPU implementation of the ES-RNN model for time series forecasting

pydlon15 icon pydlon15

Open Source Tools for Financial Time Series Analysis and Visualization

seriesnet icon seriesnet

Time series prediction using dilated causal convolutional neural nets (temporal CNN)

timeseries_seq2seq icon timeseries_seq2seq

This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.

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