SVM: Why not to apply an RBF kernel to text classification tasks
https://calculatedcontent.com/2012/02/06/kernels_part_1/
https://calculatedcontent.com/2012/02/06/kernels_part_1/
calculated | content
Kernels Part 1: What is an RBF Kernel? Really?
My first blog on machine learning is to discuss a pet peeve I have about working in the industry, namely why not to apply an RBF kernel to text classification tasks. I wrote this as a follow up to …
How to Level Up as a Data Scientist (Part 1)
https://medium.com/towards-data-science/how-to-level-up-as-a-data-scientist-part-1-9ea6a775f239
https://medium.com/towards-data-science/how-to-level-up-as-a-data-scientist-part-1-9ea6a775f239
Medium
How to Level Up as a Data Scientist (Part 1)
Part 1: Table Stakes
Summary from the Berkeley Deep RL Bootcamp
http://planspace.org/20170830-berkeley_deep_rl_bootcamp/
http://planspace.org/20170830-berkeley_deep_rl_bootcamp/
Ensemble Learning to Improve Machine Learning Results
https://blog.statsbot.co/ensemble-learning-d1dcd548e936
https://blog.statsbot.co/ensemble-learning-d1dcd548e936
Clustering in real life: clustering of tracks
http://arogozhnikov.github.io/2017/07/10/opera-clustering.html
http://arogozhnikov.github.io/2017/07/10/opera-clustering.html
arogozhnikov.github.io
Clustering applied to showers in the OPERA
How machine learning tools help fundamental science
Transformer: A Novel Neural Network Architecture for Language Understanding
https://research.googleblog.com/2017/08/transformer-novel-neural-network.html
https://research.googleblog.com/2017/08/transformer-novel-neural-network.html
research.google
Transformer: A Novel Neural Network Architecture for Language Understanding
Posted by Jakob Uszkoreit, Software Engineer, Natural Language Understanding Neural networks, in particular recurrent neural networks (RNNs), are n...
Deepmind's StarCraft II RL Tutorial 1
http://chris-chris.ai/2017/08/30/pysc2-tutorial1/
http://chris-chris.ai/2017/08/30/pysc2-tutorial1/
Neural Net in 7 different frameworks
https://github.com/ilkarman/DeepLearningFrameworks/
https://github.com/ilkarman/DeepLearningFrameworks/
GitHub
GitHub - ilkarman/DeepLearningFrameworks: Demo of running NNs across different frameworks
Demo of running NNs across different frameworks. Contribute to ilkarman/DeepLearningFrameworks development by creating an account on GitHub.
Example on how to use TensorFlow's Estimator, Experiment & Dataset API's
https://medium.com/onfido-tech/higher-level-apis-in-tensorflow-67bfb602e6c0
https://medium.com/onfido-tech/higher-level-apis-in-tensorflow-67bfb602e6c0
Medium
Higher-Level APIs in TensorFlow
How to use Estimator, Experiment and Dataset to train models
1 сентября – день знаний. Узнайте всё необходимое про нейронные сети
https://habrahabr.ru/company/microsoft/blog/336890/
https://habrahabr.ru/company/microsoft/blog/336890/
Habr
1 сентября – день знаний. Узнайте всё необходимое про нейронные сети
Друзья!
Мы поздравляем всех наших подписчиков с днем знаний и желаем, чтобы знаний было больше, их приобретение – интересным, а сами знания – более полезными.
Чтобы воплотить эти пожелания в...
Мы поздравляем всех наших подписчиков с днем знаний и желаем, чтобы знаний было больше, их приобретение – интересным, а сами знания – более полезными.
Чтобы воплотить эти пожелания в...
“Восстание МашинLearning” или совмещаем хобби по Data Science и анализу спектров лампочек
https://habrahabr.ru/post/337040/
https://habrahabr.ru/post/337040/
Хабр
“Восстание МашинLearning” или совмещаем хобби по Data Science и анализу спектров лампочек
В завершающей статье цикла, посвящённого обучению Data Science с нуля, я делился планами совместить мое старое и новое хобби и разместить результат на Хабре. Пос...
Making Predictions with Sequences
https://machinelearningmastery.com/sequence-prediction/
https://machinelearningmastery.com/sequence-prediction/
MachineLearningMastery.com
Making Predictions with Sequences - MachineLearningMastery.com
Sequence prediction is different from other types of supervised learning problems. The sequence imposes an order on the observations that must be preserved when training models and making predictions. Generally, prediction problems that involve sequence data…
How to Diagnose Overfitting and Underfitting of LSTM Models
https://machinelearningmastery.com/diagnose-overfitting-underfitting-lstm-models/
https://machinelearningmastery.com/diagnose-overfitting-underfitting-lstm-models/
My Neural Network isn't working! What should I do? - A list of common mistakes made by newcomers to neural networks.
http://theorangeduck.com/page/neural-network-not-working
http://theorangeduck.com/page/neural-network-not-working
Theorangeduck
My Neural Network isn't working! What should I do?
Computer Science, Machine Learning, Programming, Art, Mathematics, Philosophy, and Short Fiction
Summary of DataScience Summer School at Polytechnique, with Bengio et al.
https://gmarti.gitlab.io/ml/2017/09/02/ds3-datascience-polytechnique.html
https://gmarti.gitlab.io/ml/2017/09/02/ds3-datascience-polytechnique.html
gmarti.gitlab.io
[Field report] Data Science Summer School at Ecole Polytechnique (with Bengio, Russell, Bousquet, Archambeau and others)
A small field report with personal viewpoint about the Data Science Summer School (Ecole Polytechnique) Monday, Aug. 28 – Friday, Sept. 1, 2017.
Word Ordering: Can Neural Networks Put a Scramble of Words in Correct Order?
https://github.com/Kyubyong/word_ordering
https://github.com/Kyubyong/word_ordering
GitHub
GitHub - Kyubyong/word_ordering: Can neural networks order a scramble of words correctly?
Can neural networks order a scramble of words correctly? - GitHub - Kyubyong/word_ordering: Can neural networks order a scramble of words correctly?
Beginner's review of Gan Architectures
https://sigmoidal.io/beginners-review-of-gan-architectures/
https://sigmoidal.io/beginners-review-of-gan-architectures/
Sigmoidal
GAN Deep Learning Architectures - review - Sigmoidal
In this post, we give a comprehensive introduction to Generative Adversarial Networks (GANs) and provide you with tricks that would improve your results.
Benchmarking neural architectures for text classification
http://nadbordrozd.github.io/blog/2017/08/12/looking-for-the-text-top-model/
http://nadbordrozd.github.io/blog/2017/08/12/looking-for-the-text-top-model/
nadbordrozd.github.io
Looking for the Text Top Model - DS lore
Looking for the Text Top Model Aug 12th, 2017 4:49 pm TL;DR: I tested a bunch of neural network architectures plus SVM + NB on several text …
Learning to track objects in 4D data
https://summerofhpc.prace-ri.eu/learning-to-track-objects-in-4d-data/
https://summerofhpc.prace-ri.eu/learning-to-track-objects-in-4d-data/
summerofhpc.prace-ri.eu
Learning to track objects in 4D data
At the time when I wrote my last blog post (check it out if you didn't read it!) I was quite happy with the state of my Summer of HPC project Tracing in 4D data. I had completed the implementation of a 3D version of the object tracking algorithm Medianflow…