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billion-token-one-task / Deepgraph

Token-scale scientific discovery engine — autonomous hypothesis generation, experiment execution, and knowledge graph synthesis

▲ ~49/7d ★ 1.1k Python 6d ago
unionai-oss / pandera

A light-weight, flexible, and expressive statistical data testing library

▲ ~14/7d ★ 4.5k Python today
hypothesis / h

Annotate with anyone, anywhere.

▲ ~0/7d ★ 3.2k Python 1d ago
zi-yue-1129 / DATAGEN

DATAGEN: AI-driven multi-agent research assistant automating hypothesis generation, data analysis, and report writing.

▲ ~0/7d ★ 1.8k Python 8d ago
vincentarelbundock / marginaleffects

R package to compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 100 classes of statistical and ML models. Conduct linear and non-linear hypothesis tests, or equivalence tests. Calculate uncertainty estimates using the delta method, bootstrapping, or simulation-based inference

▲ ~0/7d ★ 650 R today
Loopera-ai / loopera

面向基本面因子研究的智能体-A hypothesis-driven AI agent for fundamental factor research, with evidence-gated validation and research memory.

▲ ~0/7d ★ 548 1mo ago
OpSafari / hypoarena

Scientific hypothesis-discovery workbench: grounded hypothesis-evidence graphs, synthetic literature with planted causal chains, generate-debate-evolve loops over pluggable offline adapters, Elo tournaments recovering planted skill order, paraphrase dedup, Bayesian evidence accumulation, reproducible reports. NumPy core, CPU-only torch extra.

▲ ~0/7d ★ 541 Python 7d ago
0rangec3t / Black-cat

Claude Code RedTeam Skill — Hypothesis-Driven Cognitive Architecture。一个假设-证据驱动的红队skill

▲ ~0/7d ★ 325 Python 2mo ago
ordinary-s / falsify-the-problem

An open-source Agent Skill for problem framing and assumption testing across coding, debugging, architecture, scientific research, and product decisions.

▲ ~0/7d ★ 96 1mo ago
JkingYu / DiffExplorer

Differential analysis tool for coding-free researchers – instant statistical results and charts, ready for your lab meeting. Just unzip and run! No-coding!

▲ ~0/7d ★ 93 Python 1mo ago
Odyphus / research-decision-skill

基于 Price、Wieman 等人 29 Decisions 研究的科研决策 Skill:结合已有结果、可追溯方法与领域资料,解释下一步为什么值得做。支持多种 Agent Skills 宿主。Research decision support for STEM.