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# EE274: Data Compression, course notes Welcome! This e-book serves as lecture notes for the Stanford EE course, [**EE274: Data Compression**](https://stanforddatacompressionclass.github.io/Fall23/). This set of lecture notes is WIP, so please file an issue at [https://github.com/stanfordDataCompressionClass/notes/issues](https://stanforddatacompressionclass.github.io/notes/) if you find any typo/mistake. The notes are live here: https://stanforddatacompressionclass.github.io/notes/. ## Contents 1. [Lossless Compression: Basics](./lossless_iid/intro.md) 1. [Introduction](./lossless_iid/intro.md) 2. [Prefix Free Codes](./lossless_iid/prefix_free_codes.md) 3. [Kraft Inequality](./lossless_iid/kraft_ineq_and_optimality.md) 4. [Entropy and Neg-log likelihood thumb rule](./lossless_iid/entropy.md) 5. [Huffman coding](./lossless_iid/huffman.md) 6. [Asymptotic Equipartition Property](./lossless_iid/aep.md) 7. [Arithmetic Coding](./lossless_iid/arithmetic_coding.md) 8. [Asymmetric Numeral Systems](./lossless_iid/ans.md) 9. [Non IID Sources and Entropy Rate](lossless_iid/non_iid_sources.md) 10. [Context-based coding](lossless_iid/context_based_coding.md) 11. [Universal Compression with LZ77](./lossless_iid/lz77.md) 12. [Practical Tips on Lossless Compression](./lossless_iid/practical_tips.md) --- 2. [Lossy Compression](./lossy/coverpage.md) 1. [Basics and Quantization](./lossy/quant.md) 2. [Rate-Distortion Theory](./lossy/rd.md) 3. [Transform Coding Theory](./lossy/transform_coding_theory.md) --- 3. [Resources](./resources.md) 
