1/2 update for README

README.md

@@ -8,4 +8,170 @@ language:
 library_name: sklearn
 tags:
 - medical
----
+metrics:
+- perplexity
+---
+
+# Mental health of people in Argentina post quarantine COVID-19 Model
+
+## Model Details
+
+### Model Description
+
+This model aims to cluster cases and identify which province or region of Argentina presents higher values of 
+suicide risk based on the analyzed variables, in order to subsequently assist the community in creating support programs.
+
+- **Developed by:** Farias, Federico; Arroyo, Guadalupe; Avalos, Manuel
+- **Model type:** Clustering
+- **License:** Creative Commons Attribution Non Commercial 4.0
+
+## Uses
+
+Research and education.
+
+### Out-of-Scope Use
+
+Government and private entities in the fields of research, medicine, psychology, and education.
+
+## Bias, Risks, and Limitations
+
+This model is intended for research purposes, and it analyzes serious topics related to individuals' mental health. 
+It should not be taken as practical advice for real-life situations, except for the possibility that in the future, 
+the dataset used for its training could be improved and discussions with its authors could facilitate extended usage.
+
+### Recommendations
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. 
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Data Card, perhaps with a short stub of information 
+on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+https://huggingface.co/datasets/fridriik/mental-health-arg-post-quarantine-covid19-dataset
+
+### Training Procedure 
+
+<!-- This relates heavily to the Technical Specifications. Content here should 
+link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Data Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]