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ambermeow's Projects

bert-qa icon bert-qa

BERT for question answering starting with HotpotQA

bi-att-flow icon bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

parser-v3 icon parser-v3

Stanford CoNLL 2018 Graph-based Dependency Parser

using-f-score-to-evaluate-the-lstm-model icon using-f-score-to-evaluate-the-lstm-model

It seems that one can plot the beautiful predicting curves in lookback testing using LSTM. However, the most important thing for individual clients, is whether the price would move up or down, instead of the absolute deviation. So, here I used F score to evaluate that performance of LSTM in lookback testing.

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