scispacy
SigProfilerExtractor
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scispacy | SigProfilerExtractor | |
---|---|---|
2 | 1 | |
1,612 | 145 | |
2.7% | 4.1% | |
6.9 | 3.5 | |
29 days ago | 9 days ago | |
Python | Python | |
Apache License 2.0 | BSD 2-clause "Simplified" License |
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Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
scispacy
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Guidance needed: Extracting diseases and symptoms from medical text
https://github.com/medspacy/medspacy and https://allenai.github.io/scispacy/ should get you most of the way there
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Installing SciSpacy on Apple M1 Laptops
The ** pip install -r requirement.txt ** failed with lot of errors while installing a dependency ** nmslib ** with an error ** clang compiler does not support '-march=native' **. Since I already had the Xcode installed on my Mac the version of C was 11 but somehow the mentioned command was failing, since the said argument was not supported on the C version. With a lot of digging around I finally found a solution mentioned on SciSpacy GitHub page.
SigProfilerExtractor
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Any good tutorials/guides for cancer mutation analysis?
Ludmil Alexandrov's tools may be a better modern choice for real data though: https://github.com/AlexandrovLab/SigProfilerExtractor
What are some alternatives?
medspacy - Library for clinical NLP with spaCy.
sv-callers - Snakemake-based workflow for detecting structural variants in genomic data
rasa - 💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
deepvariant - DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
Biopython - Official git repository for Biopython (originally converted from CVS)
spacy-models - 💫 Models for the spaCy Natural Language Processing (NLP) library
scanpy - Single-cell analysis in Python. Scales to >1M cells.
typedb-bio - TypeDB Bio: Biomedical Knowledge Graph