Python implementation of the context tree weighting (CTW) method for sequential probability assignment.
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Sep 1, 2022 - Python
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context-tree-weighting
Here are 12 public repositories matching this topic...
A lossless compressor based on Context Tree Weighting
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Jun 23, 2021 - C++
implementation of the CTW algorithm
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Aug 11, 2021 - Python
Holonics: a mathematical, physical and computational framework grounded in the reality of difference. Exact arithmetic in Rust and CUDA, formal mathematics in Lean 4, and the HNN, a learning machine built from rings and helical contacts. Research in progress, shared openly.
rust machine-learning compression information-theory cuda bayesian-inference navier-stokes formal-verification mathematical-physics mathlib context-tree-weighting riemann-hypothesis port-hamiltonian lean4 exact-arithmetic ai-assisted-research
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Nov 5, 2026 - Rust
Context Tree Weighting
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Nov 27, 2018 - C
An Information-Theoretic Approach to Word ordering and Morphosyntactic Information in Ancient Greek. Applying a CTW statistical model on Universal Depedencies
information-theory statistical-analysis ancient-greek computational-linguistics universal-dependencies morphological-analysis statistical-models context-tree-weighting context-trees context-transfer
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Oct 21, 2026 - Python
AIXI-derived algorithm playing pong with no prior knowledge
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Jul 8, 2025 - Rust
Finite-memory language modeling with context trees: CTW, GPT-2, and data-sparsity experiments
python nlp machine-learning reproducible-research information-theory language-modeling context-tree-weighting
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Aug 27, 2026 - Python
Python implementation of Context Tree Weighting (CTW) lossless compression.
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Jun 19, 2026 - Python
Log-domain context-tree weighting with exact rational mixture checks, prequential prediction benchmarks, and a nonstationary stress test.
python machine-learning reproducible-research information-theory bayesian-inference context-tree-weighting sequence-modeling
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Oct 16, 2026 - Python
Local benchmark of agents on 20 frozen finite-state tasks with declared proxy vectors
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Oct 22, 2026 - Python
Reproducibility bundle for 'Online Routing for Next-Action Prediction' (Langiu & Pilato): online routing over a classical + neural predictor pool; leave-one-user-out benchmark. DOI 10.5281/zenodo.20995956
online-learning context-tree-weighting reproducible-benchmark next-action-prediction prediction-with-experts deployment-rule
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Oct 28, 2026 - Python
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