Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
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A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
- gbdt
- gbm
- machine-learning
- data-mining
Topic Modelling for Humans
- gensim
- topic-modeling
- information-retrieval
- machine-learning
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
- machine-learning
- decision-trees
- gradient-boosting
- gbm
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
- python
- machine-learning
- natural-language-processing
- web-mining
A library of extension and helper modules for Python's data analysis and machine learning libraries.
- python
- machine-learning
- data-science
- data-mining
Gaining advanced insights from Git repository history.
- git-analysis
- machine-learning
- tensorflow
- git
Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining
A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.
- healthcare
- data-mining
- deep-learning
- preprocessing
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
- word2vec
- text-mining
- natural-language-processing
- glove
Curated list of open-access/open-source/off-the-shelf resources and tools developed with a particular focus on German
- nlp
- corpus-linguistics
- german-language
- computational-linguistics
CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more.
- natural-language-processing
- nlp
- big-data
- data-mining
🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)
- awesome
- biomedical
- text-mining
- information-extraction
:hospital: Medical Text Mining and Information Extraction with spaCy
- natural-language-processing
- medical-natural-language-processing
- machine-learning
- metamap
A curated list of NLP resources for Hungarian
- nlp
- natural-language-processing
- text-mining
- information-retrieval
Materials for GWU DNSC 6279 and DNSC 6290.
Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.
- nlp
- medical
- text-mining
- clinical-data-warehouse
Machine Learning & Data Mining with JRuby
- machine-learning
- ruby
- jruby
- weka