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This is a dataset describes transcript expression based on the data
from [GTEX](https://gtexportal.org/home/downloads/adult-gtex/bulk_tissue_expression) (
file: GTEx_Analysis_2017-06-05_v8_RSEMv1.3.0_transcript_tpm.gct.gz )
It measures the transcription level of each human transcripts ( 4-5 per genes ) in every
31 tissues (for the V1, 50 more specific tissues for the V2).
expression values are log-transformed ( x -> log(x+1) )
Each sample of the dataset correspond to:
* A unique (gene_id, transcript_id) pair
* the quantified level of expressions across several tissues
* the DNA sequence
* the RNA sequence (ATCG format)
* the protein sequence
## Splits Statistics
| | train | test | evaluation |
|--------------|-------|------|------------|
| # Genes | 17648 | 980 | 981 |
| # Transcript | 82205 | 4718 | 4318 |
<img src="./tr_per_gene.png" width="512"/>
<img src="./tr_expr_among_gene.png" width="512"/>
<img src="./rna_length.png" width="512"/>
<img src="./protein_length.png" width="512"/>
### NOTE
We currently only included coding genes, there there the RNA is actually mRNA
|