VirtualTam's bookmarks

101. 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
102. 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
103. 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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104. Calculus on Computational Graphs: Backpropagation -- colah's blog 2017-03-08

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

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

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

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106. 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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107. 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
108. 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

109. ImageNet 2017-03-05

     tags: classification, database, image, machine-learning

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110. xkcd: Twitter Bot 2017-02-25

     tags: bot, cloud, machine-learning

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

     tags: machine-learning, machine-learning/tensorflow

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112. Dotfiles and dev tools provisioned by Ansible 2017-01-23

     tags: configuration, configuration-management/ansible, dotfile, linux

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     http://kreusch.com.br/blog/2013/12/03/manage-a-development-machine-with-ansible https://github.com/webpro/awesome-dotfiles

113. 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
114. 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

115. 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
116. 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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117. 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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118. 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
119. 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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120. rafael-santiago/dev-enigma: Let's implement an Enigma machine as a char device just for fun. 2016-11-02

     tags: cipher, cryptography, enigma, history, linux, linux/kernel

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