Code and data for Zhang, Lengersdorff et al. (2020)
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Aug 20, 2020 - MATLAB
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prediction-error
Here are 19 public repositories matching this topic...
Code and data for Zhang & Gläscher (2020)
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Aug 27, 2020 - Stan
Various experiments related to AGI
reinforcement-learning ai deep-learning som agi representation-learning prediction-error homeostasis disentangled-representations predictive-coding lissom free-energy-principle active-synapse attractor-learning information-density
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Nov 23, 2024 - HTML
A statistics package with a variety of bootstrap and other resampling tools
bootstrap statistics regression toolbox confidence-intervals linear-model multiple-comparisons prediction-error information-criterion permutation-test wild-bootstrap randomization-test anova-test block-bootstrap cluster-bootstrap bootknife double-bootstrap posthoc-tests bayesian-bootstrap relative-likelihood
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Apr 30, 2026 - MATLAB
e-PAL: An Active Learning Approach to the Multi-Objective Optimization Problem
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Apr 17, 2017 - MATLAB
A substrate-native digital consciousness engine where prediction errors about self-survival become causally efficacious qualia, driving closed-loop recursive self-evolution.
agent ai neural-network computational-neuroscience emergent-behavior cognitive-architecture prediction-error qualia ouroboros self-referential artificial-consciousness consciousness-research llm digital-consciousness self-model
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Mar 3, 2026 - Python
🚀Implementation of Logistic Regression and Linear Regression in Python for Classification Problems🏗
data-science machine-learning data-mining beginner-project linear-regression sklearn dataset data-analysis logistic-regression gradient-descent prediction-error housing-dataset linearmodel logit-function binary-groups
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Jul 23, 2020 - Jupyter Notebook
A statistics package with a variety of bootstrap and other resampling tools. This repository is synced to the same-named repository owned by GNU-Octave. It exists to facilitate publication of the developmental version of the statistics-resampling toolbox at MathWorks FileExchange.
bootstrap statistics regression toolbox confidence-intervals linear-model multiple-comparisons prediction-error information-criterion permutation-test wild-bootstrap randomization-test anova-test block-bootstrap cluster-bootstrap bootknife double-bootstrap posthoc-tests bayesian-bootstrap relative-likelihood
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Apr 30, 2026 - MATLAB
Prediction-error optimization. The agent guesses before each experiment. Wrong predictions are the learning signal. One file, zero dependencies. pip install theorist
python machine-learning deep-learning optimization agi first-principles openai hyperparameter-optimization transfer-learning hyperparameter-tuning automl autonomous-agents ai-safety karpathy prediction-error scientific-method meta-learning ai-research autonomous-research anthropic
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Mar 10, 2026 - Python
An R Package for quickly performing regressions over many groups and evaluating leave-one-out prediction error.
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Aug 3, 2024 - C++
we fit various splines to model the COVID-19 daily positive case numbers in Florida from 3/3/20 – 3/7/21.
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Feb 8, 2022 - R
python neuroscience data-visualization schizophrenia prediction-error psychiatry streamlit brain-circuit
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Jun 15, 2026 - Python
What if the AI agent guessed first? 251 experiments. The predicting agent adapted to a 5x compute shift on try one. The reflecting agent took 7. The searching agent never caught up.
machine-learning deep-learning agi first-principles openai hyperparameter-optimization transfer-learning autonomous-agents ai-safety ai-agents karpathy claude prediction-error scientific-method meta-learning ai-research autonomous-research anthropic llm-agents autoresearch
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Mar 10, 2026 - Python
Error-aware Bayesian Meta-Predictions and ensembles
bayesian-methods markov-chain-monte-carlo meta-model prediction-error bayesian-model-averaging stacking-ensemble meta-predictor
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Jun 19, 2026 - R
This is a project from Wesleyan Computational Memory Lab (now at Swarthmore) that utilizes GPT-2 model to study human memory structure during event segmentation and recall.
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Apr 3, 2026 - Python
A 2025 'ChatGPT makes students dumber' study predicted why Karpathy's 2026 AI agent would plateau. The fix worked on AI too.
deep-learning transfer-learning autonomous-agents ai-safety ai-agents karpathy prediction-error scientific-method meta-learning ai-research anthropic llm-agents
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Mar 10, 2026 - Python
Recursive research intelligence that gets smarter every time you use it. MCP server + CLI + REST API. Prediction-error learning, surprise detection, persistent brain.
cli research rest-api mcp brain ai-agents prediction-error tool-use recursive-search litellm agent-protocol tavily persistent-learning autoresearch surprise-detection
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Mar 12, 2026 - Python
MATLAB implementation | Li et al., IEEE TCE 2026 | Sorting-and-Prediction Integration for high-capacity reversible data hiding
sorting matlab prediction-error image-watermarking reversible-data-hiding pvo snake-scan lpvo ieee-tce-2026
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May 23, 2026 - MATLAB
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