Free Ebook: Machine Learning – A First Course for Engineers and Scientists

An interesting free ebook When we developed the course Statistical Machine Learning for engineering students at Uppsala University, we found no appropriate textbook, so we ended up writing our own. It will be published by Cambridge University Press in 2021. Andreas Lindholm, Niklas Wahlström, Fredrik Lindsten, and Thomas B. Schön A draft of the book … Lanjutkan membaca Free Ebook: Machine Learning – A First Course for Engineers and Scientists

Speeding Up Reinforcement Learning with a New Physics Simulation Engine

Source: https://ai.googleblog.com/2021/07/speeding-up-reinforcement-learning-with.html Reinforcement learning (RL) is a popular method for teaching robots to navigate and manipulate the physical world, which itself can be simplified and expressed as interactions between rigid bodies1 (i.e., solid physical objects that do not deform when a force is applied to them). In order to facilitate the collection of training data … Lanjutkan membaca Speeding Up Reinforcement Learning with a New Physics Simulation Engine

NOAA Fisheries Steller Sea Lion Population Count

Original Competition: https://www.kaggle.com/c/noaa-fisheries-steller-sea-lion-population-count Best solutions: 1st place solution by @outrunner 2nd place solution by @Konstantin Lopuhin 3rd place solution by @bestfitting 4th place solution by @Artem.Sanakoev (https://github.com/asanakoy/kaggle_sea_lions_counting) 5th place solution by @Dmytro Poplavskiy 6th place solution by @yingxiaowei 9th place solution by @harshml 21th place solution by @Liangkai 23th place solution by @toshi_k 27th place … Lanjutkan membaca NOAA Fisheries Steller Sea Lion Population Count

Pengukuran Kualitas Ventilasi Dengan Sensor CO2

Belgia sudah mewajibkan pengukuran CO2 di tempat umum. [https://www.info-coronavirus.be/en/ventilation/] Penelitian menganjurkan CO2 sebagai sarana mengukur resiko penularan COVID-19 Referensi Coronavirus COVID-19 Ventilation How to lower risk of coronavirus spreading indoors Exhaled CO2 as COVID-19 Infection Risk Proxy for Different Indoor Environments and Activities

Apa itu Chipageddon?

Apa itu Chipageddon? Istilah ‘chipageddon’ diperkenalkan oleh orang yang biasa berkecimpung di industri mikroelektronika sebagai sebutan untuk masalah kekurangan pasokan mikrochip yang akhir-akhir ini (tahun 2020 ~ 2021) terjadi. Istilah ini adalah lakuran dari ‘microchip’ dan ‘armageddon‘ Istilah chipageddon ini memang agak berlebihan, karena armageddon kurang lebih artinya bencana besar di akhir zaman, sedangkan kekurangan … Lanjutkan membaca Apa itu Chipageddon?

Popular Augmentation Library

Popular Augmentation library: Augly Augly (https://github.com/facebookresearch/AugLy) and Albumentations (https://github.com/albumentations-team/albumentations) Albumentations Albumentations example: References Augly: A new data augmentation library to help build more robust AI models Augly at github Albumentations , do more with less data Albumentation at github Comparison of Different Image Data Augmentation Approaches