Datasets:

SaProtHub
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Dataset-Stability-TAPE

protein stringlengths 43 50	label float64 -1.97 3.4	stage stringclasses 3 values
TTIKVNGQEYTVPLSPEQAAKAAKKRWPDYEVQIHGNTVKVTR	0.85	test
TTIKVNGQEYTVPLSPEQDAKAAKKRWPDYEVQIHGNTVKVTR	0.3	test
TTIKVNGQEYTVPLSPEQEAKAAKKRWPDYEVQIHGNTVKVTR	0.23	test
TTIKVNGQEYTVPLSPEQFAKAAKKRWPDYEVQIHGNTVKVTR	0.53	test
TTIKVNGQEYTVPLSPEQGAKAAKKRWPDYEVQIHGNTVKVTR	0.55	test
TTIKVNGQEYTVPLSPEQHAKAAKKRWPDYEVQIHGNTVKVTR	0.26	test
TTIKVNGQEYTVPLSPEQIAKAAKKRWPDYEVQIHGNTVKVTR	0.62	test
TTIKVNGQEYTVPLSPEQKAKAAKKRWPDYEVQIHGNTVKVTR	0.2	test
TTIKVNGQEYTVPLSPEQLAKAAKKRWPDYEVQIHGNTVKVTR	0.59	test
TTIKVNGQEYTVPLSPEQMAKAAKKRWPDYEVQIHGNTVKVTR	0.68	test
TTIKVNGQEYTVPLSPEQNAKAAKKRWPDYEVQIHGNTVKVTR	0.32	test
TTIKVNGQEYTVPLSPEQPAKAAKKRWPDYEVQIHGNTVKVTR	0.29	test
TTIKVNGQEYTVPLSPEQQAKAAKKRWPDYEVQIHGNTVKVTR	0.27	test
TTIKVNGQEYTVPLSPEQRAKAAKKRWPDYEVQIHGNTVKVTR	0.17	test
TTIKVNGQEYTVPLSPEQSAKAAKKRWPDYEVQIHGNTVKVTR	0.56	test
TTIKVNGQEYTVPLSPEQTAKAAKKRWPDYEVQIHGNTVKVTR	0.6	test
TTIKVNGQEYTVPLSPEQVAKAAKKRWPDYEVQIHGNTVKVTR	0.86	test
TTIKVNGQEYTVPLSPEQWAKAAKKRWPDYEVQIHGNTVKVTR	0.55	test
TTIKVNGQEYTVPLSPEQYAKAAKKRWPDYEVQIHGNTVKVTR	0.31	test
TTIKVNGQEYTVPLSPEQADKAAKKRWPDYEVQIHGNTVKVTR	0.25	test
TTIKVNGQEYTVPLSPEQAEKAAKKRWPDYEVQIHGNTVKVTR	0.63	test
TTIKVNGQEYTVPLSPEQAFKAAKKRWPDYEVQIHGNTVKVTR	1.08	test
TTIKVNGQEYTVPLSPEQAGKAAKKRWPDYEVQIHGNTVKVTR	0.63	test
TTIKVNGQEYTVPLSPEQAHKAAKKRWPDYEVQIHGNTVKVTR	0.57	test
TTIKVNGQEYTVPLSPEQAIKAAKKRWPDYEVQIHGNTVKVTR	0.66	test
TTIKVNGQEYTVPLSPEQAKKAAKKRWPDYEVQIHGNTVKVTR	0.75	test
TTIKVNGQEYTVPLSPEQALKAAKKRWPDYEVQIHGNTVKVTR	0.86	test
TTIKVNGQEYTVPLSPEQAMKAAKKRWPDYEVQIHGNTVKVTR	0.85	test
TTIKVNGQEYTVPLSPEQANKAAKKRWPDYEVQIHGNTVKVTR	0.35	test
TTIKVNGQEYTVPLSPEQAPKAAKKRWPDYEVQIHGNTVKVTR	0.36	test
TTIKVNGQEYTVPLSPEQAQKAAKKRWPDYEVQIHGNTVKVTR	0.63	test
TTIKVNGQEYTVPLSPEQARKAAKKRWPDYEVQIHGNTVKVTR	0.7	test
TTIKVNGQEYTVPLSPEQASKAAKKRWPDYEVQIHGNTVKVTR	0.57	test
TTIKVNGQEYTVPLSPEQATKAAKKRWPDYEVQIHGNTVKVTR	0.49	test
TTIKVNGQEYTVPLSPEQAVKAAKKRWPDYEVQIHGNTVKVTR	0.77	test
TTIKVNGQEYTVPLSPEQAWKAAKKRWPDYEVQIHGNTVKVTR	1.05	test
TTIKVNGQEYTVPLSPEQAYKAAKKRWPDYEVQIHGNTVKVTR	1.1	test
TTIKVNGQEYTVPLSPEQAAKDAKKRWPDYEVQIHGNTVKVTR	0.39	test
TTIKVNGQEYTVPLSPEQAAKEAKKRWPDYEVQIHGNTVKVTR	0.51	test
TTIKVNGQEYTVPLSPEQAAKFAKKRWPDYEVQIHGNTVKVTR	1.48	test
TTIKVNGQEYTVPLSPEQAAKGAKKRWPDYEVQIHGNTVKVTR	0.6	test
TTIKVNGQEYTVPLSPEQAAKHAKKRWPDYEVQIHGNTVKVTR	0.82	test
TTIKVNGQEYTVPLSPEQAAKIAKKRWPDYEVQIHGNTVKVTR	0.93	test
TTIKVNGQEYTVPLSPEQAAKKAKKRWPDYEVQIHGNTVKVTR	0.92	test
TTIKVNGQEYTVPLSPEQAAKLAKKRWPDYEVQIHGNTVKVTR	1.31	test
TTIKVNGQEYTVPLSPEQAAKMAKKRWPDYEVQIHGNTVKVTR	0.92	test
TTIKVNGQEYTVPLSPEQAAKNAKKRWPDYEVQIHGNTVKVTR	0.58	test
TTIKVNGQEYTVPLSPEQAAKPAKKRWPDYEVQIHGNTVKVTR	0.02	test
TTIKVNGQEYTVPLSPEQAAKQAKKRWPDYEVQIHGNTVKVTR	0.83	test
TTIKVNGQEYTVPLSPEQAAKRAKKRWPDYEVQIHGNTVKVTR	1.08	test
TTIKVNGQEYTVPLSPEQAAKSAKKRWPDYEVQIHGNTVKVTR	0.42	test
TTIKVNGQEYTVPLSPEQAAKTAKKRWPDYEVQIHGNTVKVTR	0.36	test
TTIKVNGQEYTVPLSPEQAAKVAKKRWPDYEVQIHGNTVKVTR	0.92	test
TTIKVNGQEYTVPLSPEQAAKWAKKRWPDYEVQIHGNTVKVTR	1.56	test
TTIKVNGQEYTVPLSPEQAAKYAKKRWPDYEVQIHGNTVKVTR	1.41	test
TTIKVNGQEYTVPLSPEQAAKADKKRWPDYEVQIHGNTVKVTR	-0.08	test
TTIKVNGQEYTVPLSPEQAAKAEKKRWPDYEVQIHGNTVKVTR	0.22	test
TTIKVNGQEYTVPLSPEQAAKAFKKRWPDYEVQIHGNTVKVTR	1.23	test
TTIKVNGQEYTVPLSPEQAAKAGKKRWPDYEVQIHGNTVKVTR	0.16	test
TTIKVNGQEYTVPLSPEQAAKAHKKRWPDYEVQIHGNTVKVTR	0.38	test
TTIKVNGQEYTVPLSPEQAAKAIKKRWPDYEVQIHGNTVKVTR	0.92	test
TTIKVNGQEYTVPLSPEQAAKAKKKRWPDYEVQIHGNTVKVTR	0.43	test
TTIKVNGQEYTVPLSPEQAAKALKKRWPDYEVQIHGNTVKVTR	1.25	test
TTIKVNGQEYTVPLSPEQAAKAMKKRWPDYEVQIHGNTVKVTR	1.08	test
TTIKVNGQEYTVPLSPEQAAKANKKRWPDYEVQIHGNTVKVTR	0.19	test
TTIKVNGQEYTVPLSPEQAAKAPKKRWPDYEVQIHGNTVKVTR	0.03	test
TTIKVNGQEYTVPLSPEQAAKAQKKRWPDYEVQIHGNTVKVTR	0.33	test
TTIKVNGQEYTVPLSPEQAAKARKKRWPDYEVQIHGNTVKVTR	0.53	test
TTIKVNGQEYTVPLSPEQAAKASKKRWPDYEVQIHGNTVKVTR	0.28	test
TTIKVNGQEYTVPLSPEQAAKATKKRWPDYEVQIHGNTVKVTR	0.19	test
TTIKVNGQEYTVPLSPEQAAKAVKKRWPDYEVQIHGNTVKVTR	0.91	test
TTIKVNGQEYTVPLSPEQAAKAWKKRWPDYEVQIHGNTVKVTR	1.03	test
TTIKVNGQEYTVPLSPEQAAKAYKKRWPDYEVQIHGNTVKVTR	0.93	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPAYEVQIHGNTVKVTR	0.81	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPEYEVQIHGNTVKVTR	0.87	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPFYEVQIHGNTVKVTR	0.79	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPGYEVQIHGNTVKVTR	0.85	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPHYEVQIHGNTVKVTR	0.82	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPIYEVQIHGNTVKVTR	0.65	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPKYEVQIHGNTVKVTR	0.87	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPLYEVQIHGNTVKVTR	0.78	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPMYEVQIHGNTVKVTR	0.94	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPNYEVQIHGNTVKVTR	0.92	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPPYEVQIHGNTVKVTR	0.47	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPQYEVQIHGNTVKVTR	0.84	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPRYEVQIHGNTVKVTR	0.95	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPSYEVQIHGNTVKVTR	0.71	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPTYEVQIHGNTVKVTR	0.72	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPVYEVQIHGNTVKVTR	0.69	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPWYEVQIHGNTVKVTR	0.8	test
TTIKVNGQEYTVPLSPEQAAKAAKKRWPYYEVQIHGNTVKVTR	0.76	test
TTIKVNGQEYTVPLSPAQAAKAAKKRWPDYEVQIHGNTVKVTR	0.77	test
TTIKVNGQEYTVPLSPDQAAKAAKKRWPDYEVQIHGNTVKVTR	0.8	test
TTIKVNGQEYTVPLSPFQAAKAAKKRWPDYEVQIHGNTVKVTR	0.79	test
TTIKVNGQEYTVPLSPGQAAKAAKKRWPDYEVQIHGNTVKVTR	0.68	test
TTIKVNGQEYTVPLSPHQAAKAAKKRWPDYEVQIHGNTVKVTR	0.71	test
TTIKVNGQEYTVPLSPIQAAKAAKKRWPDYEVQIHGNTVKVTR	0.85	test
TTIKVNGQEYTVPLSPKQAAKAAKKRWPDYEVQIHGNTVKVTR	0.72	test
TTIKVNGQEYTVPLSPLQAAKAAKKRWPDYEVQIHGNTVKVTR	0.78	test
TTIKVNGQEYTVPLSPMQAAKAAKKRWPDYEVQIHGNTVKVTR	0.81	test

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Description

Stability Landscape Prediction is a regression task where each input protein x is mapped to a label y ∈ R measuring the most extreme circumstances in which protein x maintains its fold above a concentration threshold (a proxy for intrinsic stability).

Splits

Structure type: None

The dataset is from Evaluating Protein Transfer Learning with TAPE. We follow the original data splits, with the number of training, validation and test set shown below:

Train: 53614
Valid: 2512
Test: 12851

Label

The label is the fitness of the protein measuring the most extreme circumstances in which the protein maintains its fold above a concentration threshold (a proxy for intrinsic stability).

Downloads last month: 47

Edit dataset card

Size of downloaded dataset files:

4.38 MB

Size of the auto-converted Parquet files:

2.06 MB

Number of rows:

68,977

Collection including SaProtHub/Dataset-Stability-TAPE

Stability Prediction

Collection

This group contains all relative training datasets and model checkpoints trained on these datasets for Stability Prediction. • 2 items • Updated May 15