tape
by songlab-cal
Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.
AI summary
Protein benchmarks
Provides pre-trained protein embeddings and benchmarking tools for semi-supervised learning tasks in protein biology
- stars
- 671
- forks
- 130
- watching
- 22
- awesome list
- 1
Similar projects
Found by comparing what the projects do, not just their names.
Protein Embedding Framework
A software framework for evaluating protein embeddings and benchmarking semi-supervised learning tasks in protein biology
Protein embedding model
Developing models to learn and represent protein sequences based on their structure
Protein Model
An implementation of a protein language model that uses prompts to learn from multi-level structural information in proteins.
Alignment Benchmark
Generates a benchmark dataset for evaluating protein alignment programs
Video benchmarking toolkit
Evaluates and benchmarks large language models' video understanding capabilities
Data preparation toolset
A package of scripts to prepare data for alignment in speech processing
Embedding benchmarking tool
Provides methods for evaluating word embeddings on various benchmarks
Text-Video Embedding Toolkit
Provides code and tools for learning joint text-video embeddings using the HowTo100M dataset
Learning benchmark
A benchmarking suite for multimodal in-context learning models
Multimodal LLM test suite
A benchmark for evaluating large language models' ability to process multimodal input
Benchmark suite
A collection of benchmark problems for hyperparameter optimization
Federated ML Benchmark
A benchmarking framework for federated machine learning tasks across various domains and datasets
yandex/rep689
ML lab
A toolset for building and running reproducible machine learning experiments in Python
Music tagger
Research code for music auto-tagging using deep learning and feature extraction
Bio Embeddings
Pre-trained word and sentence embeddings for biomedical text analysis
Featured in 1 awesome list
Each link jumps to the spot where the list mentions tape.
