A Gentle Intro to Tensoflow for Theano Users
https://tf-lenet.readthedocs.io/en/latest/
https://tf-lenet.readthedocs.io/en/latest/
xRBM - A Library for Restricted Boltzmann Machine (RBM) and its variants in Tensorflow
https://github.com/omimo/xRBM
https://github.com/omimo/xRBM
GitHub
GitHub - omimo/xRBM: Implementation of Restricted Boltzmann Machine (RBM) and its variants in Tensorflow
Implementation of Restricted Boltzmann Machine (RBM) and its variants in Tensorflow - GitHub - omimo/xRBM: Implementation of Restricted Boltzmann Machine (RBM) and its variants in Tensorflow
Neural networks in retail industry
https://www.deeplearningtrack.com/single-post/2017/08/15/Neural-networks-for-retail-industry
https://www.deeplearningtrack.com/single-post/2017/08/15/Neural-networks-for-retail-industry
deeplearningtrack
Neural networks for retail industry | Deeplearningtrack - Online data science school
There are wide applications of neural networks in industry. This post is an attempt to intuitively explain one of the applications of word2vec in retail indust
Google опубликовала библиотеку Deeplearn.js для машинного обучения в браузере
https://pair-code.github.io/deeplearnjs/index.html
https://pair-code.github.io/deeplearnjs/index.html
Machine Learning for Humans: A Beginner's Guide to AI/ML
https://medium.com/machine-learning-for-humans/why-machine-learning-matters-6164faf1df12
https://medium.com/machine-learning-for-humans/why-machine-learning-matters-6164faf1df12
Medium
A Beginner’s Guide to AI/ML 🤖👶
The ultimate guide to machine learning. Simple, plain-English explanations accompanied by math, code, and real-world examples.
What to Read: Notable Papers and Projects over the Last Weeks.
https://medium.com/mlreview/machine-learning-weekly-review-6-f429f11a8ce9
https://medium.com/mlreview/machine-learning-weekly-review-6-f429f11a8ce9
Medium
Machine Learning Weekly Review №6
Source of latest credible papers, videos and projects on machine learning for scientists and engineers.
Backprop is not just the chain rule
http://timvieira.github.io/blog/post/2017/08/18/backprop-is-not-just-the-chain-rule/
http://timvieira.github.io/blog/post/2017/08/18/backprop-is-not-just-the-chain-rule/
CNN Long Short-Term Memory Networks
https://machinelearningmastery.com/cnn-long-short-term-memory-networks/
https://machinelearningmastery.com/cnn-long-short-term-memory-networks/
Python/R code to predict reactions to text using a pretrained RNN on hundreds of thousands of Facebook Posts
https://github.com/minimaxir/reactionrnn
https://github.com/minimaxir/reactionrnn
GitHub
minimaxir/reactionrnn
Python module + R package to predict the reactions to a given text using a pretrained recurrent neural network. - minimaxir/reactionrnn
Stacked Long Short-Term Memory Networks
https://machinelearningmastery.com/stacked-long-short-term-memory-networks/
https://machinelearningmastery.com/stacked-long-short-term-memory-networks/
MachineLearningMastery.com
Stacked Long Short-Term Memory Networks - MachineLearningMastery.com
Gentle introduction to the Stacked LSTM
with example code in Python.
The original LSTM model is comprised of a single hidden LSTM layer followed by a standard feedforward output layer.
The Stacked LSTM is an extension to this model that has multiple…
with example code in Python.
The original LSTM model is comprised of a single hidden LSTM layer followed by a standard feedforward output layer.
The Stacked LSTM is an extension to this model that has multiple…
High Quality 3D Object Reconstruction from a Single Color Image
http://bair.berkeley.edu/blog/2017/08/23/high-quality-3d-obj-reconstruction/
http://bair.berkeley.edu/blog/2017/08/23/high-quality-3d-obj-reconstruction/
The Berkeley Artificial Intelligence Research Blog
High Quality 3D Object Reconstruction from a Single Color Image
The BAIR Blog
ML Model Ensembling with Fast Iterations - reproducible final prediction as a composite of predictions from individual ML algorithms
https://blog.dataversioncontrol.com/ml-model-ensembling-with-fast-iterations-91e8cad6a9b5
https://blog.dataversioncontrol.com/ml-model-ensembling-with-fast-iterations-91e8cad6a9b5
Data Version Control
ML Model Ensembling with Fast Iterations
In many real-world Machine Learning projects, there is a need to ensemble complex models as well as maintain pipelines.
A new kind of data challenge: $100k to help build open source AI for lung cancer
https://concepttoclinic.drivendata.org/
https://concepttoclinic.drivendata.org/
Kaggle Mercedes и кросс-валидация
https://habrahabr.ru/company/ods/blog/336168/
https://habrahabr.ru/company/ods/blog/336168/
Habr
Kaggle Mercedes и кросс-валидация
Всем привет, в этом посте я расскажу о том, как мне удалось занять 11 место в конкурсе от компании Мерседес на kaggle , который можно охарактеризовать как лидера по количеству участников и по...
Encoder-Decoder Long Short-Term Memory Networks
https://machinelearningmastery.com/encoder-decoder-long-short-term-memory-networks/
https://machinelearningmastery.com/encoder-decoder-long-short-term-memory-networks/
Deep Learning Neural Networks Play Path of Exile
https://www.youtube.com/watch?v=UrrZOswJaow&feature=youtu.be
https://www.youtube.com/watch?v=UrrZOswJaow&feature=youtu.be
YouTube
Deep Learning Neural Networks Play Path of Exile
Four deep learning neural networks work together simultaneously to play the game Path of Exile only using visual input from the game. Project summary video w...
Application of Hierarchical Clustering to 300+ Cryptocurrencies (btc,eth,...) (historical prices)
https://gmarti.gitlab.io/cryptocurrency/2017/08/25/download-cryptocoins-api-python.html
https://gmarti.gitlab.io/cryptocurrency/2017/08/25/download-cryptocoins-api-python.html
gmarti.gitlab.io
Download & Play with Cryptocurrencies Historical Data in Python
To access the CryptoCompare public API in Python, we can use the following Python wrapper available on GitHub: cryCompare.
Fashion-MNIST a MNIST-like fashion product dataset under MIT
https://github.com/zalandoresearch/fashion-mnist
https://github.com/zalandoresearch/fashion-mnist
GitHub
GitHub - zalandoresearch/fashion-mnist: A MNIST-like fashion product database. Benchmark
A MNIST-like fashion product database. Benchmark :point_down: - GitHub - zalandoresearch/fashion-mnist: A MNIST-like fashion product database. Benchmark