VirtualTam's bookmarks

61. Reading game frames in Python with OpenCV - Python Plays GTA V | Python Programming Tutorials 2017-04-11

    tags: artificial-intelligence, drive, game/grand-theft-auto, image, machine-learning, opencv, programming/python

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    SCOOTER BROTHERS! WE'RE SCOOTER BROTHERS!

    Scooter champ' algorithm:

    • capture video with OpenCV
    • process frames: region of interest, edge detection
    • send DirectInput controls
    • watch & enjoy!

    src https://github.com/sentdex/pygta5/ via https://www.reddit.com/r/Python/comments/64l4pp/python_plays_gta_v_tutorial_series_creating_a/

62. Deep Learning with Emojis (not Math) – tech-at-instacart 2017-03-31

    tags: cart, deep-learning, machine-learning, shop

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63. Tensorflow and deep learning - without a PhD by Martin Görner 2017-03-29

    tags: deep-learning, machine-learning, machine-learning/tensorflow, programming/python

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    • Part 1: https://goo.gl/pHeXe7
    • Part 2: https://goo.gl/UuN41S
64. The Nature of Code 2017-03-12

    tags: algorithm, book, code, machine-learning, neural-network, processing, programming/python

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    • https://www.quora.com/How-do-I-implement-a-simple-neural-network-from-scratch-in-Python
    • https://github.com/nature-of-code
    • https://github.com/nature-of-code/noc-book-2
65. CS231n Convolutional Neural Networks for Visual Recognition 2017-03-08

    tags: classification, course, deep-learning, image, machine-learning, neural-network, recognition

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66. Calculus on Computational Graphs: Backpropagation -- colah's blog 2017-03-08

    tags: graph, loss, machine-learning, neural-network

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67. Intro to Apache Spark | Databricks 2017-03-08

    tags: apache, big-data, machine-learning, spark

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68. JulianGaal/python-cheat-sheet: Python for Data Science - NumPy, Pandas, SciKit Learn ... 2017-03-07

    tags: cheat, machine-learning, programming/python, programming/python/numpy, scipy, sheet

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69. Apache Hadoop 2017-03-06

    tags: big-data, computation, distributed, machine-learning, map, reduce

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    • https://hadoop.apache.org/docs/current/hadoop-project-dist/hadoop-common/SingleCluster.html
    • https://hadoop.apache.org/docs/current/hadoop-project-dist/hadoop-common/ClusterSetup.html
    • https://cloud.google.com/hadoop/setting-up-a-hadoop-cluster
    • https://www-ssl.intel.com/content/dam/www/public/us/en/documents/white-papers/best-practices-for-implementing-apache-hadoop-paper.pdf
    • https://www-ssl.intel.com/content/dam/doc/white-paper/cloud-computing-optimizing-hadoop-deployments-paper.pdf
70. ViZDoom - Doom-based AI research platform for reinforcement learning 2017-03-06

    tags: game/doom, machine-learning, machine-learning/tensorflow

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    https://github.com/mwydmuch/ViZDoom via http://tech.marksblogg.com/tensorflow-vizdoom-bots.html

71. ImageNet 2017-03-05

    tags: classification, database, image, machine-learning

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72. xkcd: Twitter Bot 2017-02-25

    tags: bot, cloud, machine-learning

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73. An introduction to Generative Adversarial Networks (with code in TensorFlow) - AYLIEN 2017-02-03

    tags: machine-learning, machine-learning/tensorflow

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74. PyTorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration 2017-01-19

    tags: facebook, machine-learning, natural-language-processing, neural-network, programming/python

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    • http://pytorch.org/2018/01/19/a-year-in.html
    • https://github.com/lanpa/tensorboard-pytorch
    • https://github.com/spro/practical-pytorch
    • https://github.com/jcjohnson/pytorch-examples
    • https://twitter.com/PyTorch/status/881573658166267904
75. Introduction to Natural Language Processing with fastText 2017-01-16

    tags: machine-learning, natural-language-processing, programming/c++, programming/python, text

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    https://github.com/facebookresearch/fastText https://github.com/salestock/fastText.py

76. udacity/self-driving-car: The Udacity open source self-driving car project 2017-01-13

    tags: autonomous, car, deep-learning, driving, linux, machine-learning, neural-network, open-source, programming/python

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    • https://www.udacity.com/drive
    • https://www.udacity.com/course/self-driving-car-engineer-nanodegree--nd013
    • https://github.com/upul/traffic-signs
    • https://github.com/upul/behavioral_cloning
77. buriburisuri/speech-to-text-wavenet: Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow 2017-01-12

    tags: audio, deep-learning, machine-learning, programming/python, speech, text

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78. GitHub - songrotek/Deep-Learning-Papers-Reading-Roadmap: Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! 2017-01-03

    tags: course, deep-learning, machine-learning, paper, research

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79. Mind: How to Build a Neural Network (Part One) 2017-01-03

    tags: machine-learning, neural-network, programming/javascript, programming/python

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    • https://stevenmiller888.github.io/mind-how-to-build-a-neural-network/
    • https://stevenmiller888.github.io/mind-how-to-build-a-neural-network-part-2/
    • https://github.com/stevenmiller888/mind
80. Practical Deep Learning For Coders—18 hours of lessons for free 2016-12-23

    tags: course, deep-learning, machine-learning, neural-network

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