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文档My Artificial Intelligence Bookmarks 
Curated list of my reads, implementations and core concepts of Artificial Intelligence, Deep Learning, Machine Learning by best folk in the world.
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2018-2019
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- How to use transfer learning and fine-tuning in Keras and Tensorflow to build an image recognition…
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- How to deploy Machine Learning models with TensorFlow. Part 1 — make your model ready for serving.
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- Methods of Machine Learning - Scaler Blogs
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- image-classification-indoors-outdoors/image-classification.ipynb at master · manena/image-classification-indoors-outdoors
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- (620) Learning to Communicate with Deep Multi-Agent Reinforcement Learning - Jakob Foerster - YouTube
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- Compressing deep neural nets
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- Engineering Extreme Event Forecasting at Uber with Recurrent Neural Networks - Uber Engineering Blog
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- Run python script from init.d
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- Daemon vs Upstart for python script - Stack Overflow
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- Reinforcement learning for complex goals, using TensorFlow - O'Reilly Media
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- Blockchains: How They Work and Why They’ll Change the World - IEEE Spectrum
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- NET292.profile.indd
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- GANs are Broken in More than One Way: The Numerics of GANs
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- (74) Stanford Seminar - "Deep Learning for Dummies" Carey Nachenberg of Symantec and UCLA CS - YouTube
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- Fast.ai: What I Learned from Lessons 1–3 – Hacker Noon
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- Meet Horovod: Uber's Open Source Distributed Deep Learning Framework
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- Home · cat /var/log/life
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- 2D & 3D Visualization using NCE Cost | Kaggle
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- New Theory Cracks Open the Black Box of Deep Learning | Quanta Magazine
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- Feature Visualization
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- Face It – The Artificially Intelligent Hairstylist | Intel® Software
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- What is TensorFlow? | Opensource.com
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- Estimating an Optimal Learning Rate For a Deep Neural Network – Medium
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- Understanding Hinton’s Capsule Networks. Part I: Intuition.
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- Capsule Networks Are Shaking up AI — Here’s How to Use Them
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- Research Blog: Eager Execution: An imperative, define-by-run interface to TensorFlow
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- Google and Uber’s Best Practices for Deep Learning – Intuition Machine – Medium
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- TFX: A TensorFlow-based production scale machine learning platform | the morning paper
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- Comprehensive data exploration with Python | Kaggle
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- An Easy Guide to build new TensorFlow Datasets and Estimator with Keras Model | DLology
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- Distributed TensorFlow: A Gentle Introduction
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- Google Developers Blog: Introduction to TensorFlow Datasets and Estimators
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- Google Developers Blog: Introducing TensorFlow Feature Columns
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- TensorLy: Tensor learning in Python
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- Question answering with TensorFlow - O'Reilly Media
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- Kubernetes + GPUs 💙 Tensorflow – Intuition Machine – Medium
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- Welcoming the Era of Deep Neuroevolution - Uber Engineering Blog
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- Deep Learning for NLP, advancements and trends in 2017 - Tryolabs Blog
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- Turning Design Mockups Into Code With Deep Learning - FloydHub Blog
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- AI and Deep Learning in 2017 – A Year in Review – WildML
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- Research Blog: The Google Brain Team — Looking Back on 2017 (Part 1 of 2)
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- Reinforcement Learning · Artificial Inteligence
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- Sketching Interfaces – Airbnb Design
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- Machine Learning Explained: Understanding Supervised, Unsupervised, and Reinforcement Learning - Data Science Central
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- Fine-tuning Convolutional Neural Network on own data using Keras Tensorflow – CV-Tricks.com
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- A neural approach to relational reasoning | DeepMind
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- Deep Reinforcement Learning Doesn't Work Yet
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- Big Picture: Google Visualization Research
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- Research Blog: Using Evolutionary AutoML to Discover Neural Network Architectures
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- Secure Computations as Dataflow Programs - Cryptography and Machine Learning
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- Teach Machine to Comprehend Text and Answer Question with Tensorflow - Part I · Han Xiao Tech Blog
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- Deep Reinforcement Learning: Pong from Pixels
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- Tensorboard on gcloud
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- Entity extraction using Deep Learning based on Guillaume Genthial work on NER
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- Deep Learning Book Notes, Chapter 3 (part 1): Introduction to Probability
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- Predicting physical activity based on smartphone sensor data using CNN + LSTM
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- Learn Word2Vec by implementing it in tensorflow – Towards Data Science
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- TutorialBank: Learning NLP Made Easier - Alexander R. Fabbri
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- How to Quickly Train a Text-Generating Neural Network for Free
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- Code2Pix - Deep Learning Compiler for Graphical User Interfaces
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- naacl18.pdf
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- Deep Learning for Object Detection: A Comprehensive Review
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- 4 Sequence Encoding Blocks You Must Know Besides RNN/LSTM in Tensorflow · Han Xiao Tech Blog - Deep Learning, Tensorflow, Machine Learning and more!
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- Automated front-end development using deep learning
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- A New Angle on L2 Regularization
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- Another Datum
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- IML-Sequence
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- ml4a-guides/q_learning.ipynb at experimental · ml4a/ml4a-guides
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- tensorflow-without-a-phd/00_RNN_predictions_playground.ipynb at master · GoogleCloudPlatform/tensorflow-without-a-phd
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- Convolutional Neural Network based Image Colorization using OpenCV | Learn OpenCV
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- Transfer Learning in NLP – Feedly Blog
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- CS 229 - Deep Learning Cheatsheet
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- Google AI Blog: Introducing a New Framework for Flexible and Reproducible Reinforcement Learning Research
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- Building a text classification model with TensorFlow Hub and Estimators
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- Deploy TensorFlow models – Towards Data Science
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- Deep Learning – Mohit Jain
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- Анализ тональности текстов с помощью сверточных нейронных сетей / Блог компании Mail.Ru Group / Хабр
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