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Predict Cryptocurrency Price with Deep Learning

Home Page: https://blog.goodaudience.com/predicting-cryptocurrency-price-with-tensorflow-and-keras-e1674b0dc58a

License: MIT License

Python 1.70% Jupyter Notebook 98.30%
deep-learning machine-learning cryptocurrency bitcoin cnn lstm gru sklearn final-year-project

cryptocurrencyprediction's Introduction

What's up!

I am a Computer Science Ph.D. candidate at the University of Illinois Urbana-Champaign, advised by Prof. Heng Ji. My research interest lies in fact-checking, corrective explanations for misinformation, and factually consistent text generation. Previously, I got my Bachelor's degree from the Hong Kong University of Science and Technology and my Master's degree from the University of Southern California.

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cryptocurrencyprediction's Issues

There is some error. Please help. Thanks :)

/Users/michaelma/anaconda3/bin/python3.6 /Users/michaelma/Documents/GitHub/CryptocurrencyPrediction/server.py
Using TensorFlow backend.
/Users/michaelma/anaconda3/lib/python3.6/importlib/_bootstrap.py:219: RuntimeWarning: compiletime version 3.5 of module 'tensorflow.python.framework.fast_tensor_util' does not match runtime version 3.6
return f(*args, **kwds)

  • Running on http://localhost:5009/ (Press CTRL+C to quit)
    [2018-01-23 15:23:56,668] ERROR in app: Exception on / [GET]
    Traceback (most recent call last):
    File "/Users/michaelma/anaconda3/lib/python3.6/site-packages/flask/app.py", line 1982, in wsgi_app
    response = self.full_dispatch_request()
    File "/Users/michaelma/anaconda3/lib/python3.6/site-packages/flask/app.py", line 1614, in full_dispatch_request
    rv = self.handle_user_exception(e)
    File "/Users/michaelma/anaconda3/lib/python3.6/site-packages/flask/app.py", line 1517, in handle_user_exception
    reraise(exc_type, exc_value, tb)
    File "/Users/michaelma/anaconda3/lib/python3.6/site-packages/flask/_compat.py", line 33, in reraise
    raise value
    File "/Users/michaelma/anaconda3/lib/python3.6/site-packages/flask/app.py", line 1612, in full_dispatch_request
    rv = self.dispatch_request()
    File "/Users/michaelma/anaconda3/lib/python3.6/site-packages/flask/app.py", line 1598, in dispatch_request
    return self.view_functionsrule.endpoint
    File "/Users/michaelma/Documents/GitHub/CryptocurrencyPrediction/server.py", line 96, in index
    return render_template("index.html")
    File "/Users/michaelma/anaconda3/lib/python3.6/site-packages/flask/templating.py", line 133, in render_template
    return _render(ctx.app.jinja_env.get_or_select_template(template_name_or_list),
    File "/Users/michaelma/anaconda3/lib/python3.6/site-packages/jinja2/environment.py", line 869, in get_or_select_template
    return self.get_template(template_name_or_list, parent, globals)
    File "/Users/michaelma/anaconda3/lib/python3.6/site-packages/jinja2/environment.py", line 830, in get_template
    return self._load_template(name, self.make_globals(globals))
    File "/Users/michaelma/anaconda3/lib/python3.6/site-packages/jinja2/environment.py", line 804, in _load_template
    template = self.loader.load(self, name, globals)
    File "/Users/michaelma/anaconda3/lib/python3.6/site-packages/jinja2/loaders.py", line 113, in load
    source, filename, uptodate = self.get_source(environment, name)
    File "/Users/michaelma/anaconda3/lib/python3.6/site-packages/flask/templating.py", line 57, in get_source
    return self._get_source_fast(environment, template)
    File "/Users/michaelma/anaconda3/lib/python3.6/site-packages/flask/templating.py", line 85, in _get_source_fast
    raise TemplateNotFound(template)
    jinja2.exceptions.TemplateNotFound: index.html
    127.0.0.1 - - [23/Jan/2018 15:23:56] "GET / HTTP/1.1" 500 -

Python HTTP Error - 403 Forbidden

I'm trying to open up this website using python urllib2 but I keep getting a 403 error. Can someone guide me with this error?did you have the same problem

does not work at all

thanks for the code, but it does not work:

  • normalization is wrong
  • you use output to get results

Show us a prediction for next day that is not in the test set, totally new, can you do that? I think nooo

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