Good Technical Articles

• Understanding Gaussians
  • https://gestalt.ink/gaussians
• Exploring Bayesian Optimization
  • https://distill.pub/2020/bayesian-optimization/
• A Visual Exploration of Gaussian Processes
  • https://distill.pub/2019/visual-exploration-gaussian-processes/
• Understanding LSTM Networks
  • https://colah.github.io/posts/2015-08-Understanding-LSTMs/
• The Unreasonable Effectiveness of Recurrent Neural Networks
  • https://karpathy.github.io/2015/05/21/rnn-effectiveness/
• Policy Gradient Algorithms
  • https://lilianweng.github.io/posts/2018-04-08-policy-gradient/
• A (Long) Peek into Reinforcement Learning
  • https://lilianweng.github.io/posts/2018-02-19-rl-overview/
• The Transformer Family
  • https://lilianweng.github.io/posts/2020-04-07-the-transformer-family/
• The Multi-Armed Bandit Problem and Its Solutions
  • https://lilianweng.github.io/posts/2018-01-23-multi-armed-bandit/