{"id":20542550,"url":"https://github.com/bhaskatripathi/hypothesishub","last_synced_at":"2025-04-14T09:23:16.091Z","repository":{"id":161533707,"uuid":"626910665","full_name":"bhaskatripathi/HypothesisHub","owner":"bhaskatripathi","description":"An AI Tool for Automated Research Question and Hypothesis Generation from a given Scientific Literature","archived":false,"fork":false,"pushed_at":"2023-05-04T11:47:44.000Z","size":613,"stargazers_count":33,"open_issues_count":1,"forks_count":2,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-27T22:43:13.978Z","etag":null,"topics":["hypothesis-testing","literature-review-tool","research-questions","scientific-publications"],"latest_commit_sha":null,"homepage":"https://colab.research.google.com/github/bhaskatripathi/HypothesisHub/blob/main/Hypothesis_Hub.ipynb","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bhaskatripathi.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-04-12T12:05:06.000Z","updated_at":"2024-11-24T22:56:33.000Z","dependencies_parsed_at":"2023-05-29T22:00:15.747Z","dependency_job_id":null,"html_url":"https://github.com/bhaskatripathi/HypothesisHub","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bhaskatripathi%2FHypothesisHub","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bhaskatripathi%2FHypothesisHub/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bhaskatripathi%2FHypothesisHub/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bhaskatripathi%2FHypothesisHub/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bhaskatripathi","download_url":"https://codeload.github.com/bhaskatripathi/HypothesisHub/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248852411,"owners_count":21171892,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["hypothesis-testing","literature-review-tool","research-questions","scientific-publications"],"created_at":"2024-11-16T01:33:06.699Z","updated_at":"2025-04-14T09:23:16.082Z","avatar_url":"https://github.com/bhaskatripathi.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# HypothesisHub\nHypothesisHub is an AI Tool for the Automated Generation of Research Questions and Hypotheses from Scientific Literature. It applies a chain of reasoning to scientific literature to generate questions and hypotheses. OpenAI and Langchain serve as the underlying technologies for the tool.\n\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/bhaskatripathi/HypothesisHub/blob/main/Hypothesis_Hub.ipynb)\n\n\n## Features\n- Generates research questions from a given scientific literature\n- Generates a null hypothesis (H0) and an alternate hypothesis (H1) for each research question\n- Handles cases where either H0 or H1 is not present\n- Automatically generates missing H1 using the LLMChain if needed\n- Negates hypothesis statement if H0 is missing\n\n## Sequence Diagram\n``` mermaid\nsequenceDiagram\n    participant User\n    participant OpenAI\n    participant ResearchAndHypothesisGenerator\n\n    User-\u003e\u003e+ResearchAndHypothesisGenerator: provide scientific literature\n    ResearchAndHypothesisGenerator-\u003e\u003e+research_question_template: instantiate prompt template\n    research_question_template-\u003e\u003e+ResearchAndHypothesisGenerator: return prompt template\n    ResearchAndHypothesisGenerator-\u003e\u003e+research_question_chain: instantiate LLMChain\n    research_question_chain-\u003e\u003e+ResearchAndHypothesisGenerator: return LLMChain\n    ResearchAndHypothesisGenerator-\u003e\u003e+OpenAI: generate research questions\n    OpenAI-\u003e\u003e+research_question_chain: generate research questions\n    research_question_chain-\u003e\u003e+OpenAI: return research questions\n    OpenAI-\u003e\u003e-ResearchAndHypothesisGenerator: return research questions\n    ResearchAndHypothesisGenerator-\u003e\u003e+hypothesis_prompt_template: instantiate prompt template\n    hypothesis_prompt_template-\u003e\u003e+ResearchAndHypothesisGenerator: return prompt template\n    ResearchAndHypothesisGenerator-\u003e\u003e+hypothesis_chain: instantiate LLMChain\n    hypothesis_chain-\u003e\u003e+ResearchAndHypothesisGenerator: return LLMChain\n    ResearchAndHypothesisGenerator-\u003e\u003e+OpenAI: generate hypotheses\n    OpenAI-\u003e\u003e+hypothesis_chain: generate hypotheses\n    hypothesis_chain-\u003e\u003e+OpenAI: return hypotheses\n    OpenAI-\u003e\u003e-ResearchAndHypothesisGenerator: return hypotheses\n    ResearchAndHypothesisGenerator-\u003e\u003e-User: return research questions and hypotheses\n```\n## Output\n[![Output image](output.png)](https://github.com/bhaskatripathi/HypothesisHub/blob/main/output.png)\n\n## NOTE\nPlease give a star if you like this project and find it useful.\n## Star History\n\n[![Star History Chart](https://api.star-history.com/svg?repos=bhaskatripathi/HypothesisHub\u0026type=Date)](https://star-history.com/#bhaskatripathi/HypothesisHub\u0026Date)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbhaskatripathi%2Fhypothesishub","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbhaskatripathi%2Fhypothesishub","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbhaskatripathi%2Fhypothesishub/lists"}