Update nucleotide_transformer_downstream_tasks.py

nucleotide_transformer_downstream_tasks.py

@@ -12,8 +12,8 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-"""Script for the dataset containing all the downstream tasks from the Nucleotide
-Transformer paper. There are 18 downstream tasks."""
+"""Script for the dataset containing the "promoter_all" and "enhancers" downstream tasks from the Nucleotide
+Transformer paper."""
 
 from typing import List
 import datasets
@@ -33,7 +33,7 @@ _CITATION = """\
 
 # You can copy an official description
 _DESCRIPTION = """\
-18 classification downstream tasks from the Nucleotide Transformer paper. Each task
+2 of the 18 classification downstream tasks from the Nucleotide Transformer paper. Each task
 corresponds to a dataset configuration.
 """
 
@@ -42,23 +42,7 @@ _HOMEPAGE = "https://github.com/instadeepai/nucleotide-transformer"
 _LICENSE = "https://github.com/instadeepai/nucleotide-transformer/LICENSE.md"
 
 _TASKS = [
-    'H4ac',
-    'H3K36me3',
-    'splice_sites_donors',
-    'splice_sites_acceptors',
-    'H3',
-    'H4',
-    'H3K4me3',
-    'splice_sites_all',
-    'H3K4me1',
-    'H3K14ac',
-    'enhancers_types',
-    'promoter_no_tata',
-    'H3K79me3',
-    'H3K4me2',
-    'promoter_tata',
     'enhancers',
-    'H3K9ac',
     'promoter_all'
 ]
 
@@ -81,10 +65,6 @@ class NucleotideTransformerDownstreamTasksConfig(datasets.BuilderConfig):
 
 
 class NucleotideTransformerDownstreamTasks(datasets.GeneratorBasedBuilder):
-    """Genomes from 850 species, filtered and split into chunks of consecutive
-    nucleotides. 50 genomes are taken for test, 50 for validation and 800
-    for training."""
-
     VERSION = datasets.Version("1.1.0")
     BUILDER_CONFIG_CLASS = NucleotideTransformerDownstreamTasksConfig
     BUILDER_CONFIGS = [