Roman RingThe Next Generation of Machine Learning ToolsIn this essay, I examine the directions AI research might take and the requirements they impose, concluding with an overview of JAX and…Jan 21, 2020Jan 21, 2020
Roman RingDeepMind, StarCraft II, and The Next Big Thing in AI | Roman RingCouple of days ago out of the blue DeepMind announced a StarCraft II related event, with many of the employees being quite excited about…Jan 23, 2019Jan 23, 2019
Roman RingDeep Reinforcement Learning with TensorFlow 2.0In this tutorial I will showcase the upcoming TensorFlow 2.0 features through the lense of deep reinforcement learning (DRL) by…Jan 19, 20193Jan 19, 20193
Roman RinginDataDrivenInvestorWhy I Majored in Statistics for a Career in Artificial IntelligenceUndergraduate major is often the first significant career decision a person makes in his life. As artificial intelligence (AI) becomes…Jan 4, 2019Jan 4, 2019
Roman RingCompiling PyTorch 4.0 on Ubuntu 17.10 with CUDA 9.0 and Python 3.6Using bleeding edge software is always painful, but getting PyTorch 4.0 to work proved to be next level for me. Hopefully, I can alleviate…Mar 11, 20186Mar 11, 20186