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LSTM-Neural-Network-for-Time-Series-Prediction

jaungiers•PUBLIC

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LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

GNU Affero General Public License v3.0

Created on Dec 18, 2016

Updated on Apr 4, 2026

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5.2k

Forks

2.0k

Watchers

5.2k

Open Issues

Repository Health Score

💚

90/100

Excellent

Overall repository health assessment

Score Breakdown

Activity

Active development - updated this week

30/30

100%

Issues Analytics

Total Issues

All time

Open

56% of total

Closed

44% of total

3mo

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Issues Activity: Last 6 months

Hottest Issues

#60 Code for De-Normalization

open

Recent Commits

Create LICENSE

Jakob Aungiers•6 years ago

da44411View on GitHub

#39 fix generative training with > 1 epochs

jaungiers•7 years ago

1a99987View on GitHub

#34 more sane saved_models dir creation

jaungiers•7 years ago

14b04ddView on GitHub

Updated with multi-dimensional multi-sequence output

jaungiers•7 years ago

eedb568View on GitHub

Multidimensional input normalisation functionality for multidimensional model training ability added

jaungiers•7 years ago

df12553View on GitHub

Merge pull request #32 from cclauss/patch-1

Jakob Aungiers•7 years ago

313cbd7View on GitHub

Fix config.json for single dimensional example and add .gitignore

jaungiers•7 years ago

0c410b1View on GitHub

Undefined name: from_file --> filepath

cclauss•7 years ago

27d84c9View on GitHub

v2.0 refactored codebase to latest libs and fixed old bugs

jaungiers•7 years ago

6aa5c51View on GitHub

Fixed broken link

Jakob Aungiers•8 years ago

49cda3fView on GitHub

Converting codebase to Python 3.5.2

Jakob Aungiers•9 years ago

161f96fView on GitHub

Update ReadMe

Jakob Aungiers•9 years ago

cf3a412View on GitHub

Converting codebase to Python 3.5.2

Jakob Aungiers•9 years ago

959ba19View on GitHub

Fixed TypeError by casting row indices to int

Jakob Aungiers•9 years ago

83782f6View on GitHub

Fix IndexError by changing line end seperator

Jakob Aungiers•9 years ago

869fdbfView on GitHub

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