GitHub
td-arima-forecast
ARIMA-based time series forecasting for trend and seasonal predictions
Skills IA tools machine learning
Découvrez les skills tools machine learning, comparez leurs dépôts et consultez leurs instructions.
Catégories: tools machine learning
tools machine learning Effacer les filtres
Explorer
GitHub
td-regression-evaluator
Comprehensive regression model evaluation using TD_RegressionEvaluator
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td-svm
Support Vector Machine for linear and non-linear classification
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td-glm
Comprehensive Generalized Linear Model analytics for regression and classification
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td-model-selection
Automated model selection and comparison for optimal forecasting
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paper-to-code
Implement AI/ML research papers from scratch when no official code exists. Use when the user wants to reproduce a paper, implement an algorithm from a PDF, build a model architecture from a research paper, or c...
GitHub
fuzzy-augmentation-reject-inference
Build a Through-the-Door training set with reject inference using fuzzy augmentation, including PD-based sample weights; pairs with autogluon-tabularpredictor-fit for modeling the augmented data.
GitHub
custom-sklearn-estimator
Build scikit-learn compatible custom estimators by following the official “rolling your own estimator” rules for __init__, fit/predict, validation, learned attributes, tags, and estimator checks; prerequisite f...
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model-evaluator
Evaluate and compare ML model performance with rigorous testing methodologies
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fine-tuning-assistant
Guide model fine-tuning processes for customized AI performance
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growth
Growth engine for ID8Labs. Systematic experimentation and optimization to scale products through data-driven decisions, retention focus, and sustainable acquisition channels.
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dataset-curator
Curate and clean training datasets for high-quality machine learning
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ai-safety-auditor
Audit AI systems for safety, bias, and responsible deployment
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cq-ai-deterministic-security-scanning-with-ternary-polarity
Code Query with AI-enhanced deterministic analysis via SplitMix ternary classification
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skill-embedding-vss
P-adic ultrametric skill embeddings with MLX Snowflake Arctic, DuckDB
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causal-inference
Bengio's causal inference for AI: Interventional reasoning, counterfactuals, and System 2 deep learning. World models with causal structure.
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influence-propagation
Layer 7 Interperspectival Network Analysis and Influence Flow
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local-finetune
local-finetune
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self-validation-loop
Run self-validation loops for triadic color systems using prediction
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forward-forward-learning
Hinton's Forward-Forward algorithm for local learning without backpropagation.
GitHub
self-validation-loop
Run self-validation loops for triadic color systems using prediction vs observation and error minimization.
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compression-progress
Schmidhuber's compression progress as intrinsic curiosity reward for
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unison-acset
Unison language ACSet-structured skill with hierarchical documentation parsing, SPI trajectory recording, and 1069 skill predictions from zubuyul seed.
GitHub
llm-application-dev
Building applications with Large Language Models - prompt engineering,
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.