Publishing Cadence Summary
Looking for a single place to trace how the notebook has evolved? This reference page aggregates every post that landed on the site, sliced by month, quarter, half-year, and full year. Use it to spot clusters of research, follow multi-part series, or plan what to read next.
Monthly Rollup
May 2024 — 2 posts
- May 01: Introducing the Atul Singh Notes Blog
- May 15: How the Learning Collection Gets Built Each Week
September 2024 — 9 posts
- Sep 20: Introduction to Kalman Filtering and State Estimation
- Sep 21: Fundamentals of Recursive Filtering
- Sep 22: Bayesian Foundations of Kalman Filtering
- Sep 23: Complete Mathematical Derivation of the Kalman Filter
- Sep 24: Implementing the Kalman Filter in Python
- Sep 25: Real-World Applications of Kalman Filtering
- Sep 26: Nonlinear Extensions: EKF, UKF, and Particle Filters
- Sep 27: Advanced Topics and Future Directions in Kalman Filtering
- Sep 30: MathJax Test Page
October 2024 — 1 post
December 2024 — 1 post
January 2025 — 3 posts
- Jan 10: Understanding ACES, Scene-Referred Workflows, and Color Space Conversions
- Jan 15: The Hidden Symmetry of Inverse Sine and Cosine
- Jan 27: Why Intersection Fails in Lagrange Multipliers: The Geometry of Optimization
February 2025 — 10 posts
- Feb 01: From Gradients to Hessians: How Optimization Shapes Vision & ML
- Feb 10: Understanding the Implicit Function Theorem
- Feb 15: Culpable: Word Family, Nuance, and Indian Newsroom Examples
- Feb 18: Understanding Futures and Promises in Modern C++
- Feb 19: Composing Futures in Modern C++
- Feb 20: Mastering std::async in Modern C++
- Feb 21: Stochastic Processes and the Art of Sampling Uncertainty
- Feb 22: Beyond Basics: Importance, Gibbs, and Stratified Sampling
- Feb 24: Logarithmic Color Spaces, PCA, and the lαβ Intuition
- Feb 26: SIMD Intrinsics: From SSE to AVX2 in Practice
- Feb 28: GPU Kernel Programming: Grids, Blocks, and Warps Explained
March 2025 — 2 posts
- Mar 05: Random vs Stochastic: Clarifying Variables, Processes, Sampling, and Optimization
- Mar 08: From ISA to GPU Kernels: Bridging SIMD Mindsets
- Mar 12: PyTorch Tensor Indexing: From 1D Slices to N-Dimensional Views
September 2025 — 4 posts
- Sep 22: From Elementary Mathematics to Vision Algorithms: The Hidden Life of Normalized Power Sums
- Sep 22: How Cameras and Eyes See Light: From Spectra to Illuminants
- Sep 22: From Elementary Mathematics to Vision Algorithms: The Hidden Life of Normalized Power Sums
- Sep 30: Gripe, Complaint, or Grievance? Understanding Usage in Indian Newspapers (September 2025)
October 2025 — 2 posts
- Oct 04: Why Direct Sampling from PDFs or PMFs Is So Hard
- Oct 13: How Pix2Seq-D Generates Panoptic Masks Without Heavy Inductive Biases
Quarterly Rollup
- 2024 Q2 (Apr–Jun) — 2 posts launching the site and documenting the learning pipeline in May.
- 2024 Q3 (Jul–Sep) — 9 posts that build the Kalman Filtering series end-to-end, capped by a MathJax rendering check.
- 2024 Q4 (Oct–Dec) — 2 posts mixing affective semantics with a look at OCR’s leap from Tesseract to transformers.
- 2025 Q1 (Jan–Mar) — 17 posts spanning optimization math, language studies, the C++ futures trilogy, SIMD/GPU programming, tensor indexing, and a multi-part sampling primer.
- 2025 Q3 (Jul–Sep) — 4 posts blending vision research write-ups with a language usage study.
- 2025 Q4 (Oct–Dec) — 2 posts advancing sampling theory and panoptic segmentation insights.
Semiannual Rollup
- 2024 H1 (Jan–Jun) — 2 foundational posts laying out the project mission and note-taking workflow.
- 2024 H2 (Jul–Dec) — 11 posts focused on probabilistic state estimation, affective semantics, and the evolution of OCR tooling.
- 2025 H1 (Jan–Jun) — 17 posts covering advanced calculus, optimization, C++ concurrency, SIMD/GPU programming, tensor indexing, and sampling methods.
- 2025 H2 (Jul–Dec) — 6 posts summarizing vision research and probabilistic modeling extensions.
Annual Rollup
- 2024 — 13 posts: From the site introduction to a comprehensive Kalman Filtering curriculum, affective vocabulary studies, and a survey of OCR advances.
- 2025 — 23 posts: Deep dives into color science, optimization, functional analysis, C++ concurrency, SIMD/GPU programming, tensor indexing, sampling theory, and computer vision research notes.