54,302 blogs · [ { "id": "01a0879e-b73c-72d2-b0cb-a08d5a2541b3", "title": "Why are two random vectors near orthogonal in high dimensions?", "url": "https://maitbayev.github.io/posts/random-two-vectors/", "published_at": "2025-05-11T23:00:00+00:00" }, { "id": "01a0879e-b73c-72d2-b0cb-a08d5a3a6b60", "title": "Implementation of ROC AUC Score", "url": "https://maitbayev.github.io/posts/roc-auc-implementation/", "published_at": "2025-02-03T00:00:00+00:00" }, { "id": "01a0879e-b73c-72d2-b0cb-a08d5b1afec0", "title": "ROC and AUC Interpretation", "url": "https://maitbayev.github.io/posts/roc-auc/", "published_at": "2025-01-31T00:00:00+00:00" }, { "id": "01a0879e-b73c-72d2-b0cb-a08d5b22f649", "title": "Linear Equation Intuition", "url": "https://maitbayev.github.io/posts/linear-equation/", "published_at": "2025-01-20T00:00:00+00:00" }, { "id": "01a0879e-b73c-72d2-b0cb-a08d5b28e523", "title": "Dot Product Intuition", "url": "https://maitbayev.github.io/posts/dot-product/", "published_at": "2025-01-13T00:00:00+00:00" }, { "id": "01a0879e-b73c-72d2-b0cb-a08d5b4c3d89", "title": "Geometric Intuition for Jensen’s Inequality", "url": "https://maitbayev.github.io/posts/jensens-inequality/", "published_at": "2025-01-04T00:00:00+00:00" }, { "id": "01a0879e-b73c-72d2-b0cb-a08d5b5cc887", "title": "Why does L1 regularization encourage coefficients to shrink to zero?", "url": "https://maitbayev.github.io/posts/why-l1-loss-encourage-coefficients-to-shrink-to-zero/", "published_at": "2024-12-27T00:00:00+00:00" }, { "id": "01a0879e-b73c-72d2-b0cb-a08d5bfdba40", "title": "WIP: High-Resolution Image Synthesis with Latent Diffusion Models Notes", "url": "https://maitbayev.github.io/posts/high-resolution-image-synthesis-with-latent-diffusion-models/", "published_at": "2024-07-21T23:00:00+00:00" }, { "id": "01a0879e-b73c-72d2-b0cb-a08d5c8aa407", "title": "Auto-Encoding Variational Bayes Notes", "url": "https://maitbayev.github.io/posts/auto-encoding-variational-bayes/", "published_at": "2024-07-20T23:00:00+00:00" }, { "id": "01a0879e-b73c-72d2-b0cb-a08d5cda72d0", "title": "Denoising Diffusion Probabilistic Models", "url": "https://maitbayev.github.io/posts/denoising-diffusion-probabilistic-models/", "published_at": "2024-07-14T23:00:00+00:00" } ] posts Claim your blog

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