Building a suicidal text detection model and mental health chatbot with deep learning models and transformers.
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Apr 6, 2023 - Jupyter Notebook
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suicide-prevention
Here are 72 public repositories matching this topic...
hotline resources for transgender people
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Apr 25, 2024
This is an implementation of the attention-based hybrid architecture (Ghosh et al, 2023) for suicide/depressive social media notes detection.
machine-learning social-network machine-learning-algorithms attention depression social-network-analysis attention-mechanism suicidal-ideation suicide-prevention depression-detection suicide-detection
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Jan 24, 2024 - Jupyter Notebook
Predicting suicidal ideation on Reddit using machine learning and DistillBERT
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Dec 12, 2022 - Jupyter Notebook
To categorize tweets according to the severity level of suicidal intentions expressed in tweets’ text.
python machine-learning data-mining twitter sentiment-analysis numpy scikit-learn pandas nltk classification tweepy preprocessing prediction-model stop-words world-health-organization twitter-developers suicidal-ideation suicide-prevention suicide-data
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Nov 18, 2020 - Python
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Jul 9, 2021 - Python
Statistical analysis to identify the key factors that attribute to the progression of depressive symptoms
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Aug 1, 2020 - Jupyter Notebook
UEDU: Mental health distress signal detection in student writing using psycholinguistic NLP. 40 features, XGBoost, Glass Box explainable engine. 100% local, no cloud AI needed.
python nlp education machine-learning text-classification xgboost mental-health psycholinguistics explainable-ai suicide-prevention shap student-wellbeing
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Mar 28, 2026 - Python
Social Media platform such as Twitter is mined to obtain data regarding Suicidal Instincts (modules can extended to any other data mining application)
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Oct 14, 2019 - Python
Repository for Data Mining Approach to the Detection of Suicide in Social Media: A Case Study of Singapore
data-science data-mining social-media crawling topic-modeling data-analysis gensim praw singapore case-study suicide suicide-prevention
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Jul 6, 2024 - HTML
Cove brings all critical information into one location for ease of access when experiencing a suicidal crisis. This digital version of a safety plan is accessible online and offline, leveraging Angular for its front-end and a serverless AWS Amplify backend.
aws angular typescript ionic mental-health aws-amplify mental-health-awareness suicide-prevention mental-health-app
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Jan 26, 2022 - TypeScript
love mental-health prevention memorial suicide mental-health-awareness suicidal-ideation suicide-prevention
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Oct 7, 2018 - TypeScript
Detection of phrases in Spanish with a suicidal tendency in social networks
machine-learning classification phrase pln suicide spanish-language suicidal-ideation suicide-prevention
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Mar 20, 2021 - HTML
Windows Suicide Prevention Protocol, to stop you or anyone from suicides or act as a parental control
python python3 mental-health cute parental-control mental-health-awareness windows-11 parental-control-tool mentalhealth suicide-prevention virtual-girlfriend
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Mar 11, 2024 - Python
An open protocol, eval suite, and guardian for crisis-safe AI conversation. Public domain (CC0).
evaluation mental-health ai-safety ai-ethics suicide-prevention guardrails responsible-ai llm llm-safety chatbot-safety ai-psychosis crisis-intervention
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Jun 16, 2026 - Python
Creating a classifier that can detect suicidal intent based on dataset from Kaggle where reddit posts from r/SuicideWatch and r/Depression has been gathered (IN PROGRESS)
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Jan 4, 2023 - Python
A in depth view of country development indicators and the impact of these features against suicide rates and happiness scores worldwide.
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Jan 26, 2022 - Jupyter Notebook
An interactive map that plots U.S. CDC suicide rate and population data on a county level built with React and Python.
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Jun 10, 2026 - JavaScript
A comparison of three discriminative machine learning models (Logistic Regression, Long Short-term Memory, Transfoermer) to determine which is best suited for suicide ideation detection
python machine-learning metrics transformer lstm logistic-regression long-short-term-memory suicide-prevention suicide-data suicide-detection
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Apr 18, 2024 - Jupyter Notebook
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