Computer Vision · Machine Learning · Pattern Recognition · Uncategorized

Machine Learning & Deep Learning Blogs to Follow

http://karpathy.github.io/2015/05/21/rnn-effectiveness/ http://colah.github.io/posts/2015-08-Understanding-LSTMs/ https://sites.google.com/site/acl16nmt/home http://forum.opennmt.net/t/training-english-german-wmt15-nmt-engine/29 http://ruder.io/ https://www.pyimagesearch.com/ http://sebastianraschka.com/ https://ikhlestov.github.io http://www.goldsborough.me/ https://blog.modeanalytics.com/python-data-visualization-libraries/ https://github.com/torch/nn/blob/master/doc/transfer.md https://wiseodd.github.io/techblog/2016/09/17/gan-tensorflow/ How to Quantize Neural Networks with TensorFlow http://colah.github.io/ https://research.googleblog.com/2017/06/mobilenets-open-source-models-for.html https://www.datacamp.com/courses/manipulating-time-series-data-in-python http://mccormickml.com/ https://machinelearningmastery.com/adam-optimization-algorithm-for-deep-learning/ http://warmspringwinds.github.io/tensorflow/tf-slim/2016/10/30/image-classification-and-segmentation-using-tensorflow-and-tf-slim/ https://pythonexample.com https://jhui.github.io/2018/02/09/PyTorch-Basic-operations/ https://chrisalbon.com/python/data_wrangling/pandas_apply_operations_to_dataframes/ https://sookocheff.com https://machinelearningmastery.com/

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Cryptocurrency Price Prediction Using Deep Learning in TensorFlow

Originally posted on nicholastsmith:
In this post, deep learning neural networks are applied to the problem of predicting Bitcoin and other cryptocurrency prices. A chartist approach is taken to predict future values; the network makes predictions based on historical trends in the price and trading volume. A 1D convolutional neural network (CNN) transforms an input…