Machine Learning Top 10 Articles For The Past Month.
In this observation, we ranked nearly 1,400 articles posted in October 2016 about machine learning, deep learning and AI. (0.7% chance)
“AI is the new electricity. Just as 100 years ago electricity transformed industry after industry, AI will now do the same” — Andrew Ng
Mybridge AI ranks the best articles for professionals. Hopefully this condensed reading list will help learn more productively in the area of Machine Learning.
Machine Learning Top 10 Previous Month: Here
Top 10 for other programming skills: Here
Rank 1
Implementation of Reinforcement Learning Algorithms in Python, OpenAI Gym, Tensorflow. [1502 stars on Github]
Rank 2
Cross-validation and hyperparameter tuning — Model evaluation & selection, and algorithm in machine learning [Part 3]. Courtesy of Sebastian Raschka
Rank 3
Deep Learning is Revolutionary: 10 reasons why deep learning is living up to the hype. Courtesy of Oliver Cameron
Rank 5
Deep Reinforcement Learning: Playing a Racing Game. Courtesy of Pedro Lopes
Rank 6
How Robots Can Acquire New Skills from Their Shared Experience. Courtesy of Google Developers
Rank 7
Adversarial Neural Cryptography in Theano. Courtesy of Liam Schoneveld
Rank 8
A Return to Machine Learning: Recent developments in machine learning research that intersect with art and culture. Courtesy of Kyle McDonald
Rank 9
Deconvolution and Checkerboard Artifacts. Courtesy of Google Brain Team
Rank 10
Differentiable neural computers: Memory-augmented neural network for answering complex questions. Courtesy of Deep Mind
<Bonus>
No 1) Image Resolution
Neural Enhance: Super Resolution for images using deep learning.
[5098 stars on Github]
No 2) Keras on Browser
Keras-js: Run trained Keras models in the browser, with GPU support
[1552 stars on Github]
No 3) TensorFlow
Fast Style Transfer in TensorFlow
[1915 stars on Github]
.
No 4) Learn
Supervised Machine Learning in Python: Implementing Learning Algorithms From Scratch.
[615 recommends, 4.7/5 rating]