Predicting suicidal ideation on Reddit using machine learning and DistillBERT
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Updated
Dec 12, 2022 - Jupyter Notebook
Predicting suicidal ideation on Reddit using machine learning and DistillBERT
Data augmentation and supervised learning methods for trauma-related dissociation.
A data project using the suicide rates dataset from Kaggle and other datasets that may be introduced along the way. The focus of the analysis will be on identifying trends and patterns in the data to shed light on the factors that contribute to suicide.
The time series analysis of the search keyword 'how to suicide' in Thai by Google Trend
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)
Predicting and Preventing Drastic Actions by Processing Heart Rate and Behaviors and Utilizing Innovative AI Methods
This AI chatbot goes beyond the ordinary Chat GPT bots. This bot has undergone specialized training and fine-tuning, tailored specifically for this particular use case. It's not just a generic AI model; it's a customized solution. The dataset is primarily focused on relevant clinical literature related to Suicidal Ideation, Depression and Anxiety
Time Trends and Predictions: Mental Health and Suicide Rates Based on Socioeconomic Indicators From 2000 to 2019
Georgia Tech class project to validate the findings of a paper utilizing a CNN to improve classification rates of social media posts discussion self-harm and suicide.
A in depth view of country development indicators and the impact of these features against suicide rates and happiness scores worldwide.
In this project, we have analyzed the Suicide Cases from 1985 - 2016 using Flourish and presented the findings with the help of Google Slides.
Windows Suicide Prevention Protocol, to stop you or anyone from suicides or act as a parental control
I just a Bee:)
Clustering of suicidal / non-suicidal poets using k-means and PSO
Depression and Suicidal Thoughts Support Chat App
Modelo para determinar la probabilidad de un suicidio en la ciudad de Medellin.
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