{ "version": "https://jsonfeed.org/version/1.1", "title": "andy pai's tils", "home_page_url": "https://til.andyp.ai/", "feed_url": "https://til.andyp.ai/feed.json", "items": [ { "id": "https://til.andyp.ai/using-cloudflared-database-tunnels-in-github-actions/", "url": "https://til.andyp.ai/using-cloudflared-database-tunnels-in-github-actions/", "title": "Using Cloudflared Database Tunnels in GitHub Actions", "summary": "Automating Cloudflared database tunnels in GitHub Actions for secure database connections.", "content_text": "Automating Cloudflared database tunnels in GitHub Actions for secure database connections.", "date_published": "2025-05-21T00:00:00.000Z", "tags": ["devops","productivity"] }, { "id": "https://til.andyp.ai/how-to-test-github-actions-locally-using-act/", "url": "https://til.andyp.ai/how-to-test-github-actions-locally-using-act/", "title": "How to Test GitHub Actions Locally Using act", "summary": "Setting up and testing GitHub Actions workflows locally with `act` for smoother deployments.", "content_text": "Setting up and testing GitHub Actions workflows locally with `act` for smoother deployments.", "date_published": "2025-05-20T00:00:00.000Z", "tags": ["devops","productivity"] }, { "id": "https://til.andyp.ai/parallel-development-with-git-worktrees-and-codex-cli/", "url": "https://til.andyp.ai/parallel-development-with-git-worktrees-and-codex-cli/", "title": "Parallel Development with Git Worktrees and Codex CLI", "summary": "Exploring how to use Git worktrees and the Codex CLI to develop multiple features concurrently.", "content_text": "Exploring how to use Git worktrees and the Codex CLI to develop multiple features concurrently.", "date_published": "2025-05-14T19:00:07.000Z", "tags": ["git","code","productivity"] }, { "id": "https://til.andyp.ai/notes-from-duolingo-founder-no-priors-interview/", "url": "https://til.andyp.ai/notes-from-duolingo-founder-no-priors-interview/", "title": "Notes from Duolingo Founder No Priors Interview", "summary": "Duolingo's CEO shares some surprising retention tactics and insights into the future of education and AI.", "content_text": "Duolingo's CEO shares some surprising retention tactics and insights into the future of education and AI.", "date_published": "2025-05-10T00:00:00.000Z", "tags": ["strategy","ai"] }, { "id": "https://til.andyp.ai/how-temperature-controls-ai-creativity/", "url": "https://til.andyp.ai/how-temperature-controls-ai-creativity/", "title": "How Temperature Controls AI Creativity", "summary": "A quick reminder of how the temperature parameter works in large language models to control the randomness and creativity of predictions.", "content_text": "A quick reminder of how the temperature parameter works in large language models to control the randomness and creativity of predictions.", "date_published": "2025-05-09T00:00:00.000Z", "tags": ["ai","ml","code"] }, { "id": "https://til.andyp.ai/why-cross-entropy-still-rules-loss-functions/", "url": "https://til.andyp.ai/why-cross-entropy-still-rules-loss-functions/", "title": "Why Cross‑Entropy Still Rules Loss Functions", "summary": "Negative log‑likelihood beats MSE for classification—here’s an intuitive recap", "content_text": "Negative log‑likelihood beats MSE for classification—here’s an intuitive recap", "date_published": "2025-05-08T00:00:00.000Z", "tags": ["ml","math","code"] }, { "id": "https://til.andyp.ai/exploring-two-tower-models/", "url": "https://til.andyp.ai/exploring-two-tower-models/", "title": "Exploring Two-Tower Ranking Models", "summary": "Generating synthetic data and exploring the two-tower ranking model setup with Margin and InfoNCE loss", "content_text": "Generating synthetic data and exploring the two-tower ranking model setup with Margin and InfoNCE loss", "date_published": "2025-05-04T00:00:00.000Z", "tags": ["ml","code"] }, { "id": "https://til.andyp.ai/setting-up-postgres-for-cloudflare-hyperdrive/", "url": "https://til.andyp.ai/setting-up-postgres-for-cloudflare-hyperdrive/", "title": "Setting Up Postgres for Cloudflare Hyperdrive", "summary": "Steps to set up a Postgres instance on Hetzner for Cloudflare Hyperdrive, pgvector, and Cloudflare Functions.", "content_text": "Steps to set up a Postgres instance on Hetzner for Cloudflare Hyperdrive, pgvector, and Cloudflare Functions.", "date_published": "2025-04-28T00:00:00.000Z", "tags": ["devops"] }, { "id": "https://til.andyp.ai/how-to-classify-gmail-messages-with-llms-v2/", "url": "https://til.andyp.ai/how-to-classify-gmail-messages-with-llms-v2/", "title": "How To Classify Gmail Messages With LLMs (v2)", "summary": "An upgraded Google Apps Script that uses structured outputs and lean labels to keep your inbox zen", "content_text": "An upgraded Google Apps Script that uses structured outputs and lean labels to keep your inbox zen", "date_published": "2025-04-27T00:00:00.000Z", "tags": ["gmail","productivity"] }, { "id": "https://til.andyp.ai/style-vs-substance-in-chatbot-arena/", "url": "https://til.andyp.ai/style-vs-substance-in-chatbot-arena/", "title": "Style vs Substance in Chatbot Arena", "summary": "How LMSYS corrects for \"pretty formatting\" bias when ranking LLMs.", "content_text": "How LMSYS corrects for \"pretty formatting\" bias when ranking LLMs.", "date_published": "2025-03-24T00:00:00.000Z", "tags": ["ai","ml"] }, { "id": "https://til.andyp.ai/skip-husky-a-tiny-git-pre-commit-hook-with-pnpm/", "url": "https://til.andyp.ai/skip-husky-a-tiny-git-pre-commit-hook-with-pnpm/", "title": "Skip Husky – A Tiny Git Pre‑Commit Hook with PNPM", "summary": "How I replaced the Husky dependency with a 6‑line shell script and one post‑install tweak", "content_text": "How I replaced the Husky dependency with a 6‑line shell script and one post‑install tweak", "date_published": "2025-03-21T16:13:40.000Z", "tags": ["node-js","git","productivity"] }, { "id": "https://til.andyp.ai/fixing-unknown-at-rule-warnings-for-tailwind-css-in-vscode/", "url": "https://til.andyp.ai/fixing-unknown-at-rule-warnings-for-tailwind-css-in-vscode/", "title": "Fixing \"Unknown at rule\" warnings for Tailwind CSS in VSCode", "summary": "How to resolve VSCode CSS lint warnings for Tailwind CSS at-rules by adjusting settings and installing extensions.", "content_text": "How to resolve VSCode CSS lint warnings for Tailwind CSS at-rules by adjusting settings and installing extensions.", "date_published": "2025-03-15T00:50:24.000Z", "tags": ["devops","code"] }, { "id": "https://til.andyp.ai/brewer-s-yeast-for-immune-support-how-it-compares-to-nutritional-yeast/", "url": "https://til.andyp.ai/brewer-s-yeast-for-immune-support-how-it-compares-to-nutritional-yeast/", "title": "Yeast for Immune Support?", "summary": "Brewer's yeast can boost immune health similarly to nutritional yeast.", "content_text": "Brewer's yeast can boost immune health similarly to nutritional yeast.", "date_published": "2025-02-28T03:06:50.000Z", "tags": ["health"] }, { "id": "https://til.andyp.ai/llms-almost-always-use-adamw-with-emerging-alternatives/", "url": "https://til.andyp.ai/llms-almost-always-use-adamw-with-emerging-alternatives/", "title": "Most LLMs Still Lean on AdamW", "summary": "From BERT to today's open-source GPT clones, the de-coupled weight-decay trick in AdamW remains the default. (T5 is the main outlier, preferring Adafactor at pre-train time.)", "content_text": "From BERT to today's open-source GPT clones, the de-coupled weight-decay trick in AdamW remains the default. (T5 is the main outlier, preferring Adafactor at pre-train time.)", "date_published": "2025-02-24T00:00:00.000Z", "tags": ["ai","ml"] }, { "id": "https://til.andyp.ai/dead-internet-theory-are-bots-running-the-web/", "url": "https://til.andyp.ai/dead-internet-theory-are-bots-running-the-web/", "title": "Dead Internet Theory - Bots Run the Web", "summary": "TIL about the claim that bots now outnumber humans online—and what the numbers actually say.", "content_text": "TIL about the claim that bots now outnumber humans online—and what the numbers actually say.", "date_published": "2025-02-16T00:00:00.000Z", "tags": ["ai","security"] }, { "id": "https://til.andyp.ai/key-concepts-behind-qlora-fine-tuning/", "url": "https://til.andyp.ai/key-concepts-behind-qlora-fine-tuning/", "title": "Key Concepts Behind QLoRA Fine-Tuning", "summary": "Quantization + low-rank adapters let you fine-tune huge LLMs on a single GPU.", "content_text": "Quantization + low-rank adapters let you fine-tune huge LLMs on a single GPU.", "date_published": "2025-02-13T00:00:00.000Z", "tags": ["ai","ml","code"] }, { "id": "https://til.andyp.ai/relationship-between-l1-norm-and-l1-regularization/", "url": "https://til.andyp.ai/relationship-between-l1-norm-and-l1-regularization/", "title": "Relationship Between L1 Norm and L1 Regularization", "summary": "Exploring how L1 and L2 norms form the basis of L1 (lasso) and L2 (ridge) regularization, with concrete examples and geometric intuition.", "content_text": "Exploring how L1 and L2 norms form the basis of L1 (lasso) and L2 (ridge) regularization, with concrete examples and geometric intuition.", "date_published": "2025-02-10T05:25:06.000Z", "tags": ["ml","code"] }, { "id": "https://til.andyp.ai/parenting-s-3-gs-govern-garden-guide/", "url": "https://til.andyp.ai/parenting-s-3-gs-govern-garden-guide/", "title": "Govern, Garden, Guide", "summary": "Dividing parenting into Govern (0-6), Garden (6-12), and Guide (12+), aligning roles with developmental stages.", "content_text": "Dividing parenting into Govern (0-6), Garden (6-12), and Guide (12+), aligning roles with developmental stages.", "date_published": "2025-02-07T00:00:00.000Z", "tags": ["parenting"] }, { "id": "https://til.andyp.ai/why-logits-exp-equals-counts/", "url": "https://til.andyp.ai/why-logits-exp-equals-counts/", "title": "Why logits.exp() Equals Counts", "summary": "Understanding neural network computations as log-domain operations, making multiplicative interactions additive through logs", "content_text": "Understanding neural network computations as log-domain operations, making multiplicative interactions additive through logs", "date_published": "2025-01-20T00:00:00.000Z", "tags": ["ai","math","code"] }, { "id": "https://til.andyp.ai/floating-point-precision-and-exploding-gradients/", "url": "https://til.andyp.ai/floating-point-precision-and-exploding-gradients/", "title": "Floating-Point Precision & Exploding Gradients", "summary": "Floating-point rounding errors in backpropagation can accumulate and magnify across layers, leading to exploding gradients in deep networks.", "content_text": "Floating-point rounding errors in backpropagation can accumulate and magnify across layers, leading to exploding gradients in deep networks.", "date_published": "2025-01-19T04:30:20.000Z", "tags": ["ml","python"] }, { "id": "https://til.andyp.ai/check-routing-tables-quickly-with-netstat-nr/", "url": "https://til.andyp.ai/check-routing-tables-quickly-with-netstat-nr/", "title": "Check routing tables quickly with netstat -nr", "summary": "A quick tip to display—and actually **read**—your routing table with `netstat -nr`.", "content_text": "A quick tip to display—and actually **read**—your routing table with `netstat -nr`.", "date_published": "2025-01-06T00:00:00.000Z", "tags": ["devops"] }, { "id": "https://til.andyp.ai/batch-convert-m4b-to-m4a-with-ffmpeg/", "url": "https://til.andyp.ai/batch-convert-m4b-to-m4a-with-ffmpeg/", "title": "Batch convert m4b to m4a with ffmpeg", "summary": "Easily batch-convert .m4b audiobooks to .m4a for compatibility with apps like NotebookLM using ffmpeg on macOS.", "content_text": "Easily batch-convert .m4b audiobooks to .m4a for compatibility with apps like NotebookLM using ffmpeg on macOS.", "date_published": "2024-12-24T00:00:00.000Z", "tags": ["code","productivity"] }, { "id": "https://til.andyp.ai/sslip/", "url": "https://til.andyp.ai/sslip/", "title": "Easy Local DNS and SSL Certificates with sslip.io", "summary": "Quickly get domain names for local IP addresses without editing hosts files or DNS", "content_text": "Quickly get domain names for local IP addresses without editing hosts files or DNS", "date_published": "2024-11-16T00:00:00.000Z", "tags": ["devops"] }, { "id": "https://til.andyp.ai/understanding-perplexity-in-language-model-evaluation/", "url": "https://til.andyp.ai/understanding-perplexity-in-language-model-evaluation/", "title": "Understanding Perplexity in Language Model Evaluation", "summary": "A concise guide to perplexity metric, its calculation, and significance for LLMs.", "content_text": "A concise guide to perplexity metric, its calculation, and significance for LLMs.", "date_published": "2024-08-31T00:00:00.000Z", "tags": ["ai","ml"] }, { "id": "https://til.andyp.ai/kl-divergence-and-cross-entropy-loss/", "url": "https://til.andyp.ai/kl-divergence-and-cross-entropy-loss/", "title": "KL divergence and cross-entropy loss", "summary": "How cross-entropy loss is just KL divergence in disguise—and when to use each.", "content_text": "How cross-entropy loss is just KL divergence in disguise—and when to use each.", "date_published": "2024-08-13T00:00:00.000Z", "tags": ["ai","ml"] }, { "id": "https://til.andyp.ai/understanding-the-curse-of-dimensionality-in-machine-learning/", "url": "https://til.andyp.ai/understanding-the-curse-of-dimensionality-in-machine-learning/", "title": "Curse of Dimensionality", "summary": "Why high-dimensional data quickly becomes sparse, distances stop making sense, and ML algorithms struggle", "content_text": "Why high-dimensional data quickly becomes sparse, distances stop making sense, and ML algorithms struggle", "date_published": "2024-08-01T12:05:12.000Z", "tags": ["ml","code"] }, { "id": "https://til.andyp.ai/when-to-use-powertransformer-vs-standardscaler/", "url": "https://til.andyp.ai/when-to-use-powertransformer-vs-standardscaler/", "title": "When to Use PowerTransformer vs StandardScaler", "summary": "A concise comparison of StandardScaler and PowerTransformer, their purposes, effects, and when to choose each in a Python ML pipeline.", "content_text": "A concise comparison of StandardScaler and PowerTransformer, their purposes, effects, and when to choose each in a Python ML pipeline.", "date_published": "2024-07-05T00:00:00.000Z", "tags": ["python","ml"] }, { "id": "https://til.andyp.ai/difference-between-bayesian-credible-intervals-and-frequentist-confidence-interv/", "url": "https://til.andyp.ai/difference-between-bayesian-credible-intervals-and-frequentist-confidence-interv/", "title": "Difference Between Bayesian Credible Intervals and Frequentist Confidence Intervals", "summary": "A practical comparison of Bayesian credible intervals versus frequentist confidence intervals and how to interpret them.", "content_text": "A practical comparison of Bayesian credible intervals versus frequentist confidence intervals and how to interpret them.", "date_published": "2024-06-22T00:00:00.000Z", "tags": ["math"] }, { "id": "https://til.andyp.ai/dot-product-s-role-in-similarity-projections-and-gradients/", "url": "https://til.andyp.ai/dot-product-s-role-in-similarity-projections-and-gradients/", "title": "Dot Product's Role in Similarity, Projections, and Gradients", "summary": "Exploring how the dot product's measure of vector alignment underpins similarity metrics, projections, and gradients in ML and calculus", "content_text": "Exploring how the dot product's measure of vector alignment underpins similarity metrics, projections, and gradients in ML and calculus", "date_published": "2024-06-12T00:00:00.000Z", "tags": ["math","ml"] }, { "id": "https://til.andyp.ai/why-sharing-gpu-power-between-ai-servers-and-personal-pcs-is-impractical/", "url": "https://til.andyp.ai/why-sharing-gpu-power-between-ai-servers-and-personal-pcs-is-impractical/", "title": "Why sharing GPU power between AI servers and personal PCs doesn't really work", "summary": "A practical look at why latency, hardware variety, and security issues make distributed GPU computing impractical", "content_text": "A practical look at why latency, hardware variety, and security issues make distributed GPU computing impractical", "date_published": "2024-06-10T07:17:26.000Z", "tags": ["ai","devops"] }, { "id": "https://til.andyp.ai/neuroflow-optimizations-for-mnist-dataset/", "url": "https://til.andyp.ai/neuroflow-optimizations-for-mnist-dataset/", "title": "Neuroflow Optimizations for the MNIST Dataset", "summary": "Updates required to optimize Neuroflow for the MNIST dataset", "content_text": "Updates required to optimize Neuroflow for the MNIST dataset", "date_published": "2024-06-07T00:00:00.000Z", "tags": ["ml"] }, { "id": "https://til.andyp.ai/dynamically-filtering-google-sheets-with-query-and-optional-criteria/", "url": "https://til.andyp.ai/dynamically-filtering-google-sheets-with-query-and-optional-criteria/", "title": "Dynamically Filtering Google Sheets with QUERY and Optional Criteria", "summary": "How to build a dynamic Google Sheets QUERY that applies optional filters and supports multiple values using IN clauses.", "content_text": "How to build a dynamic Google Sheets QUERY that applies optional filters and supports multiple values using IN clauses.", "date_published": "2024-06-07T00:00:00.000Z", "tags": ["productivity","code"] }, { "id": "https://til.andyp.ai/working-with-the-mnist-dataset-in-javascript/", "url": "https://til.andyp.ai/working-with-the-mnist-dataset-in-javascript/", "title": "Working with the MNIST Dataset in JavaScript", "summary": "Notes on working with the famous MNIST Dataset in JavaScript", "content_text": "Notes on working with the famous MNIST Dataset in JavaScript", "date_published": "2024-05-29T00:00:00.000Z", "tags": ["javascript","ml"] }, { "id": "https://til.andyp.ai/supporting-multiclass-classification-neuroflow/", "url": "https://til.andyp.ai/supporting-multiclass-classification-neuroflow/", "title": "Supporting Multi-class Classification with Neuroflow", "summary": "Extend Neuroflow to support multi-class classification by implementing the softmax activation function and cross-entropy loss.", "content_text": "Extend Neuroflow to support multi-class classification by implementing the softmax activation function and cross-entropy loss.", "date_published": "2024-05-26T00:00:00.000Z", "tags": ["ml"] }, { "id": "https://til.andyp.ai/porting-micrograd-to-create-neuroflow/", "url": "https://til.andyp.ai/porting-micrograd-to-create-neuroflow/", "title": "Porting Micrograd To Create Neuroflow", "summary": "Creating Neuroflow by porting Andrej Karpathy's micrograd to JavaScript", "content_text": "Creating Neuroflow by porting Andrej Karpathy's micrograd to JavaScript", "date_published": "2024-05-22T00:00:00.000Z", "tags": ["ml"] }, { "id": "https://til.andyp.ai/understanding-py-torch-transforms-to-tensor-and-normalize/", "url": "https://til.andyp.ai/understanding-py-torch-transforms-to-tensor-and-normalize/", "title": "Understanding PyTorch Transforms - ToTensor() and Normalize()", "summary": "A look at common PyTorch transforms for image preprocessing.", "content_text": "A look at common PyTorch transforms for image preprocessing.", "date_published": "2024-05-10T00:00:00.000Z", "tags": ["ml"] }, { "id": "https://til.andyp.ai/using-promise-race-for-timeouts-and-more/", "url": "https://til.andyp.ai/using-promise-race-for-timeouts-and-more/", "title": "Using Promise.race for Timeouts and More", "summary": "Exploring the Promise.race method and its practical applications", "content_text": "Exploring the Promise.race method and its practical applications", "date_published": "2024-05-08T00:00:00.000Z", "tags": ["javascript","web-dev"] }, { "id": "https://til.andyp.ai/quick-reference-for-managing-robots-txt/", "url": "https://til.andyp.ai/quick-reference-for-managing-robots-txt/", "title": "Quick Reference for Managing robots.txt", "summary": "Notes on setting up a robots.txt file", "content_text": "Notes on setting up a robots.txt file", "date_published": "2024-05-04T00:00:00.000Z", "tags": ["web-dev"] }, { "id": "https://til.andyp.ai/convenient-gmail-shortcuts/", "url": "https://til.andyp.ai/convenient-gmail-shortcuts/", "title": "Convenient Gmail Keyboard Shortcuts", "summary": "Some of my most used gmail keyboard shortcuts", "content_text": "Some of my most used gmail keyboard shortcuts", "date_published": "2024-05-02T00:00:00.000Z", "tags": ["gmail","productivity"] }, { "id": "https://til.andyp.ai/configuring-amazon-s3-for-use-with-cloudflare-dns/", "url": "https://til.andyp.ai/configuring-amazon-s3-for-use-with-cloudflare-dns/", "title": "Configuring Amazon S3 for Use with Cloudflare DNS", "summary": "Notes on some quirks of configuring an AWS S3 bucket when using Cloudflare for DNS management.", "content_text": "Notes on some quirks of configuring an AWS S3 bucket when using Cloudflare for DNS management.", "date_published": "2024-04-30T00:00:00.000Z", "tags": ["devops"] }, { "id": "https://til.andyp.ai/how-to-update-__dirname-nodejs-with-es-modules/", "url": "https://til.andyp.ai/how-to-update-__dirname-nodejs-with-es-modules/", "title": "How to Update __dirname in Node.js for ES Modules", "summary": "Options on how to update __dirname in Node.js for ES modules", "content_text": "Options on how to update __dirname in Node.js for ES modules", "date_published": "2024-04-29T00:00:00.000Z", "tags": ["node-js"] }, { "id": "https://til.andyp.ai/chain-of-draft-speeding-up-llm-reasoning-with-concise-steps/", "url": "https://til.andyp.ai/chain-of-draft-speeding-up-llm-reasoning-with-concise-steps/", "title": "Chain of Draft to Speed Up LLM Reasoning", "summary": "Chain of Draft (CoD) prompts LLMs to use short, minimal reasoning steps, achieving near-CoT accuracy with far lower token use and latency.", "content_text": "Chain of Draft (CoD) prompts LLMs to use short, minimal reasoning steps, achieving near-CoT accuracy with far lower token use and latency.", "date_published": "2024-04-02T00:00:00.000Z", "tags": ["ai","code","productivity"] }, { "id": "https://til.andyp.ai/how-to-classify-gmail-messages-with-llms/", "url": "https://til.andyp.ai/how-to-classify-gmail-messages-with-llms/", "title": "How To Classify Gmail Messages With LLMs", "summary": "Useful Google script to classify all incoming emails using OpenAI", "content_text": "Useful Google script to classify all incoming emails using OpenAI", "date_published": "2024-02-21T00:00:00.000Z", "tags": ["gmail","productivity"] }, { "id": "https://til.andyp.ai/working-with-dot-product-and-cosine-similarirty-for-unit-vectors/", "url": "https://til.andyp.ai/working-with-dot-product-and-cosine-similarirty-for-unit-vectors/", "title": "Working With Dot Product And Cosine Similarity For Unit Vectors", "summary": "Why dot product is equal to cosine similarity when working with unit vectors", "content_text": "Why dot product is equal to cosine similarity when working with unit vectors", "date_published": "2024-01-26T00:00:00.000Z", "tags": ["math","ml"] }, { "id": "https://til.andyp.ai/faiss-vs-pgvector-why-one-s-a-library-and-the-other-s-a-database/", "url": "https://til.andyp.ai/faiss-vs-pgvector-why-one-s-a-library-and-the-other-s-a-database/", "title": "FAISS vs pgvector - why one's a library and the other's a database", "summary": "FAISS is a rocket-fast in-memory index, pgvector is Postgres with vectors. Here's when to pick each, with code.", "content_text": "FAISS is a rocket-fast in-memory index, pgvector is Postgres with vectors. Here's when to pick each, with code.", "date_published": "2024-01-02T00:00:00.000Z", "tags": ["ai","code"] }, { "id": "https://til.andyp.ai/absorbing-data-and-overcoming-information-blindness/", "url": "https://til.andyp.ai/absorbing-data-and-overcoming-information-blindness/", "title": "Absorbing Data and Overcoming Information Blindness", "summary": "How to design data systems that help users absorb information and avoid information blindness, with actionable strategies.", "content_text": "How to design data systems that help users absorb information and avoid information blindness, with actionable strategies.", "date_published": "2023-11-07T00:00:00.000Z", "tags": ["productivity","strategy"] }, { "id": "https://til.andyp.ai/how-the-us-got-guantanamo-bay-in-cuba/", "url": "https://til.andyp.ai/how-the-us-got-guantanamo-bay-in-cuba/", "title": "How the U.S. Got Guantanamo Bay in Cuba", "summary": "The history and impact of the U.S. lease of Guantanamo Bay from Cuba, and how it shapes relations today.", "content_text": "The history and impact of the U.S. lease of Guantanamo Bay from Cuba, and how it shapes relations today.", "date_published": "2023-11-04T00:00:00.000Z", "tags": ["strategy"] }, { "id": "https://til.andyp.ai/what-does-ordinary-mean-in-ordinary-least-squares/", "url": "https://til.andyp.ai/what-does-ordinary-mean-in-ordinary-least-squares/", "title": "What Does 'Ordinary' Mean in Ordinary Least Squares?", "summary": "Why “ordinary” is used in OLS and how it distinguishes it from other least-squares methods.", "content_text": "Why “ordinary” is used in OLS and how it distinguishes it from other least-squares methods.", "date_published": "2023-06-25T00:00:00.000Z", "tags": ["math","code"] }, { "id": "https://til.andyp.ai/python-asyncio-for-javascript-developers/", "url": "https://til.andyp.ai/python-asyncio-for-javascript-developers/", "title": "Python's asyncio as a JS Dev", "summary": "Some quick notes on Python's asyncio module coming from JavaScript.", "content_text": "Some quick notes on Python's asyncio module coming from JavaScript.", "date_published": "2023-05-31T00:00:00.000Z", "tags": ["code","python","javascript"] }, { "id": "https://til.andyp.ai/numpy-dimensions/", "url": "https://til.andyp.ai/numpy-dimensions/", "title": "Understanding Array Dimensions in NumPy", "summary": "Clarifying what \"dimension\" really means in NumPy arrays and broadcasting.", "content_text": "Clarifying what \"dimension\" really means in NumPy arrays and broadcasting.", "date_published": "2023-05-02T00:00:00.000Z", "tags": ["ml","code"] }, { "id": "https://til.andyp.ai/pushing-data-to-parent-window-from-an-iframe/", "url": "https://til.andyp.ai/pushing-data-to-parent-window-from-an-iframe/", "title": "Pushing Data to Parent Window from an iframe", "summary": "How to push data from an iframe to the parent window's dataLayer", "content_text": "How to push data from an iframe to the parent window's dataLayer", "date_published": "2023-04-11T00:00:00.000Z", "tags": ["javascript","web-dev"] }, { "id": "https://til.andyp.ai/what-does-super-child-self-init-do-in-python/", "url": "https://til.andyp.ai/what-does-super-child-self-init-do-in-python/", "title": "What does super(Child, self) init do in Python?", "summary": "Exploring the role and usage of super() in Python class constructors", "content_text": "Exploring the role and usage of super() in Python class constructors", "date_published": "2023-03-20T00:00:00.000Z", "tags": ["python"] }, { "id": "https://til.andyp.ai/pytorch-basics-and-quick-reference/", "url": "https://til.andyp.ai/pytorch-basics-and-quick-reference/", "title": "PyTorch Basics & Quick Reference", "summary": "A quick walk-through and overview of using PyTorch", "content_text": "A quick walk-through and overview of using PyTorch", "date_published": "2023-01-12T00:00:00.000Z", "tags": ["ml"] }, { "id": "https://til.andyp.ai/setting-up-parcel-pug-marked/", "url": "https://til.andyp.ai/setting-up-parcel-pug-marked/", "title": "Setting up Parcel + Pug + Marked", "summary": "Notes on setting up Parcel, Pug, and Markdown", "content_text": "Notes on setting up Parcel, Pug, and Markdown", "date_published": "2023-01-02T00:00:00.000Z", "tags": ["web-dev"] } ] }