Space shooter game using TensorFlow to train enemy AI in Python+Go
https://github.com/ActiveState/neuroblast
https://github.com/ActiveState/neuroblast
GitHub
ActiveState/neuroblast
NeuroBlast is a classic arcade space shooter with ML-powered AI. - ActiveState/neuroblast
Multiple Perceptual Tasks With a Single Deep Neural Network
https://www.youtube.com/watch?v=-5wAlxdxuQo
https://www.youtube.com/watch?v=-5wAlxdxuQo
YouTube
"Multiple Perceptual Tasks With a Single Deep Neural Network," a Presentation from Magic Leap
Andrew Rabinovich, Director of Deep Learning at Magic Leap, presents the "Performing Multiple Perceptual Tasks With a Single Deep Neural Network" tutorial at...
Benchmarking Recurrent Networks for Language Modeling
https://danijar.com/benchmarking-recurrent-networks-for-language-modeling
https://danijar.com/benchmarking-recurrent-networks-for-language-modeling
Danijar
Benchmarking Recurrent Networks for Language Modeling
There are many design decisions to make when using recurrent neural networkssuch as LSTM or GRU. I conducted some experiments to see what works well on theTe...
Tensorflow GAN model collection: GAN, LSGAN, WGAN, DRAGAN, CGAN, infoGAN, ACGAN, EBGAN, BEGAN
https://github.com/hwalsuklee/tensorflow-generative-model-collections
https://github.com/hwalsuklee/tensorflow-generative-model-collections
GitHub
GitHub - hwalsuklee/tensorflow-generative-model-collections: Collection of generative models in Tensorflow
Collection of generative models in Tensorflow. Contribute to hwalsuklee/tensorflow-generative-model-collections development by creating an account on GitHub.
How to Reshape Input Data for Long Short-Term Memory Networks in Keras
https://machinelearningmastery.com/reshape-input-data-long-short-term-memory-networks-keras/
https://machinelearningmastery.com/reshape-input-data-long-short-term-memory-networks-keras/
How to Make Predictions with Long Short-Term Memory Models in Keras
https://machinelearningmastery.com/make-predictions-long-short-term-memory-models-keras/
https://machinelearningmastery.com/make-predictions-long-short-term-memory-models-keras/
MachineLearningMastery.com
How to Make Predictions with Long Short-Term Memory Models in Keras - MachineLearningMastery.com
The goal of developing an LSTM model is a final model that you can use on your sequence prediction problem.
In this post, you will discover how to finalize your model and use it to make predictions on new data.
After completing this post, you will know:…
In this post, you will discover how to finalize your model and use it to make predictions on new data.
After completing this post, you will know:…
Python Data Science Handbook
https://jakevdp.github.io/PythonDataScienceHandbook/
https://jakevdp.github.io/PythonDataScienceHandbook/
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…