Machinelearning

How to train an algorithm to successfully pass the "Sonic The Hedgehog" game? Sergey Kolesnikov together with his team took the 4th place out of 900+ in the Open AI contest, and now is telling how to reach it. https://medium.com/swlh/at-the-speed-of-reinforcement-learning-an-openai-contest-story-6ed34fe7a3bb

Comparison of top data science libraries for Python, R and Scala [Infographic] https://medium.com/activewizards-machine-learning-company/comparison-of-top-data-science-libraries-for-python-r-and-scala-infographic-574069949267

RTX 2080 Ti Deep Learning Benchmarks https://lambdalabs.com/blog/2080-ti-deep-learning-benchmarks/

Необычные материалы в робототехнике. У каждого робота должен быть блестящий металлический зад, это знают все. Но в реальных роботах металла не так уж и много — с ним соседствуют пластики, композиты и силикон, а порой и совсем нестандартные субстанции: http://amp.gs/hCG8

@robotics_channel — канал о робототехнике, искусственном разуме и сферах их применения. Регулярные новости, статьи, вакансии, обучающие курсы и полезные ресурсы.

SeqGAN: GANs for sequence generation https://medium.com/prathena/seqgan-gans-for-sequence-generation-2099a85baed0

Brilliant post on #CS and #Software about strategy and psychology of Software Development, which is highly applicable to Data Science too. “Imaginary Problems Are the Root of Bad Software” https://medium.com/s/story/imaginary-problems-d4f2921bd1b8

Two Sigma: Using News to Predict Stock Movements Use news analytics to predict stock price performance 1st place - $25,000 2nd place - $20,000 3rd place - $15,000 4th through 7th place - $10,000 each This is a two-stage competition consisting of a Submission period and a Scoring period. In the Submission period, entrants will train their models in Kaggle Kernels. During the Scoring period, models submitted at the end of the submission period will be evaluated against regularly updated news and market data. Start Date: 9/25/2018 Rules Acceptance/Team Merger Deadline: 1/2/2019 Submission Deadline: 1/8/2019 After this date, we will not be taking any more submissions. You can sit back and watch the leaderboard unfold. Remember to select your two best submissions to be rescored. In this competition we will not auto-select your two submissions. End Date: 7/15/2019 https://www.kaggle.com/c/two-sigma-financial-news

PyTorch — Python + Nim https://medium.com/@giovanni_94706/introducing-nimtorch-b8b0fa749464

Geoffrey Hinton: The Foundations of Deep Learning https://www.youtube.com/watch?v=zl99IZvW7rE

Next-gen AI: techniques https://becominghuman.ai/next-gen-ai-techniques-e1f7033ce25c

How to Develop 1D Convolutional Neural Network Models for Human Activity Recognition https://machinelearningmastery.com/cnn-models-for-human-activity-recognition-time-series-classification/

deep learning object detection A paper list of object detection using deep learning. https://github.com/hoya012/deep_learning_object_detection

Machine Learning Crash Course with TensorFlow APIs https://developers.google.com/machine-learning/crash-course/

A new understanding of Batch Normalization https://medium.com/@geetankr/a-new-understanding-of-batch-normalization-e11e05e120dc

How to Model Human Activity From Smartphone Data https://machinelearningmastery.com/how-to-model-human-activity-from-smartphone-data/