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100-days-of-ml-code

100 Days of ML Coding

acl_srw_2019

This is the code for reproducing the experiments from "Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition" (El Boukkouri et al.)

ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2021

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

annotated-semantic-relationships-datasets

A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)

arethusa

Arethusa: Annotation Environment

attestationtool

Multi purpose GUI used in the production of computational lexica and gold standard data for NE tagging

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-indonesia-nlp

Resource NLP & Bahasa

awesome-relation-extraction

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

bahasa-indo-nlp-dataset

bert

TensorFlow code and pre-trained models for BERT

bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, XLNet, and RoBERTa)

bilstm

A BiLSTM in Keras for POS tagging

bio-yodie

Bio-YODIE is GATE's biomedical named entity linking pipeline.

biosentvec

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

blackmamba

Fork of Black with tweaks

brat

brat rapid annotation tool (brat) - for all your textual annotation needs

cliner

Clinical Named Entity Recognition system (CliNER) is an open-source natural language processing system for named entity recognition in clinical text of electronic health records.

clinicalbert

repository for Publicly Available Clinical BERT Embeddings

clinicalbert-1

ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)

course-nlp

A Code-First Introduction to NLP course

custom-named-entity-recognition-on-diseases

Created a custom NER using to recognize diseases from health care data.

custom_ner_spacy3

Training Custom NER With Spacy 3

d3ner

A CRF-biLSTM based Biomedical NER model in Bioinformatics 2018.

data-science-from-scratch

code for Data Science From Scratch book

data-science-interviews

Data science interview questions and answers

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

data-science-notebooks

Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.

data-scientist-roadmap

Toturials coming with the "data science roadmap" picture.