A fistful of MASE: Deconstructing DeepAR
A deep dive into the GluonTS DeepAR neural network model architecture for time series forecasting and an ablation study of the covariates.
Predicting covariates: Is it a good idea?
A study which evaluates the effectiveness of predicting covariates in LSTM Neural Networks for Time Series Forecasting
Teacher Forcing: A look at what it is and the alternatives
Review of teacher forcing, free running, scheduled-sampling, professor forcing and attention forcing for training auto-regresssive neural networks
Human-level control through deep reinforcement learning
Recreating the experiments from the classic 2015 Deepmind Paper by Mnih et al.: Human-level control through deep reinforcement learning
Revisiting Playing Atari with Deep Reinforcement Learning
Recreating the experiments from the classic DQN Deepmind paper by Mnih et al.: Playing Atari with Deep Reinforcement Learning
A discussion about the future of AI in 2024
From the Cloudapps Winning with AI podcast on YouTube: A discussion with Joshua Harris about the future of AI in 2024
A discussion about the history of AI
From the Cloudapps Winning with AI podcast on YouTube: A discussion with Joshua Harris about the history of AI