02_deep_learning_tools.ipynb

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    "# Deep Learning tools\n",
    "\n",
    "- Rodrigo Agundez\n",
    "- Amsterdam @ Booking.com\n",
    "- Friday May 25th, 2018\n",
    "\n",
    "![footer_logo](images/logo.png)"
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   "source": [
    "# Deep Learning tools\n",
    "\n",
    "![tensorflow center](images/tensorflow.png)\n",
    "![keras left half](images/keras.png)\n",
    "![pytorch right half](images/pytorch.jpeg)\n",
    "\n",
    "![footer_logo](images/logo.png)"
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   "source": [
    "# Popularity trend\n",
    "\n",
    "![center](images/frameworks-time.png)\n",
    "\n",
    "<sup>Source: [A Peek at Trends in Machine Learning](https://medium.com/@karpathy/a-peek-at-trends-in-machine-learning-ab8a1085a106)</sup>\n",
    "\n",
    "![footer_logo](images/logo.png)"
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   "source": [
    "# Activity in 2017\n",
    "\n",
    "![center half](images/frameworks-github.png)\n",
    "\n",
    "<sup>Source: https://twitter.com/fchollet/status/852194634470223873</sup>\n",
    "\n",
    "![footer_logo](images/logo.png)"
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    "# Visualization - TensorBoard - TensorFlow\n",
    "\n",
    "- Learning curves\n",
    "- Computational graphs\n",
    "- Embeddings\n",
    "- Weights\n",
    "\n",
    "![center half](images/tensorboard.png)\n",
    "\n",
    "![footer_logo](images/logo.png)"
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   "source": [
    "# Visualization - Visdom - PyTorch\n",
    "\n",
    "![half center](images/visdom.gif)\n",
    "\n",
    "![footer_logo](images/logo.png)"
   ]
  },
  {
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   "source": [
    "- Frameworks\n",
    "    - [Evaluation of Deep Learning Toolkits](https://github.com/zer0n/deepframeworks/blob/master/README.md)\n",
    "    - [Deep Learning frameworks: a review before finishing 2016](https://medium.com/@ricardo.guerrero/deep-learning-frameworks-a-review-before-finishing-2016-5b3ab4010b06)\n",
    "    - [Automatic Differentiation and Neural Networks](https://people.cs.umass.edu/~domke/courses/sml2010/07autodiff_nnets.pdf)\n",
    "- Infrastructure\n",
    "    - [GPU CLOUD COMPUTING](http://www.nvidia.com/object/gpu-cloud-computing.html)"
   ]
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   "source": [
    "# [Next: Basics of Keras sequential API](03_basics_of_keras_sequential_api.ipynb)"
   ]
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