machine-learning 25

• The need for sampling temperature and differences between whisper, GPT-3, and probabilistic model's temperature Jan 27, 2023
• Deriving categorical cross entropy and softmax Jan 10, 2023
• PyTorch - Computation graph Dec 6, 2020
• Your own mini google search - inverted indexes and boolean retrieval Jan 8, 2020
• Paper summary - Distractor generation for multiple choice question using learning to rank Dec 13, 2019
• Paper summary - Few shot adversarial learning of realistic neural talking head models Nov 8, 2019
• RecSys Netflix prize competition Nov 6, 2019
• Generative Models - Part II GANs (old) Oct 21, 2019
• Generative Models - Part I VAE Oct 12, 2019
• Recurrent neural networks (RNNs) Oct 3, 2019
• Keras Callbacks Sep 7, 2019
• Defining model complexity and its math Jun 28, 2019
• Optimization Algorithms – Gradient Descent Extensions Jun 20, 2019
• Keras LSTM-donald trump May 19, 2019
• Kernels 101 May 19, 2019
• A beginners guide to SVM May 19, 2019
• A beginners guide to regularization May 8, 2019
• Train, test, dev split and bias v/s variance May 3, 2019
• Introduction to gradience descent (a beginner's guide) Apr 22, 2019
• Introduction to neural networks Apr 20, 2019
• Topic modelling (before LLMs) Apr 18, 2019
• Logistic regression - the math behind it Apr 17, 2019
• NLP coding basics (before LLMs) Apr 11, 2019
• Machine Learning Theory Mar 30, 2019
• A basic Markov model for NLP Mar 27, 2019