Sadaf Azad's repositories
healthyr_book
R for Health Data Science
sfaz.github.io
Data Science Portfolio
web-classifier
Web page Classifier using the DMOZ data.
NLP-Models-Tensorflow
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
randsent
Exploring Random Encoders for Sentence Classification
stylegan2-colab
StyleGAN2 - Colab Notebook containing code for training + visualization + projection
Math-of-Machine-Learning-Course-by-Siraj
Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.
OpenEnsembles
Code for ensemble clustering
redwood
Web content filter that runs as an HTTP proxy
robin
RObust document image BINarization
machine_learing_algo_python
implement the machine learning algorithms by python for studying
nlp_yelp_review_unsupervised
Train unsupervised LDA Topic Model on raw Yelp review text, use topic distributions as feature inputs to SGD Classification supervised models on unseen reviews.
ahocorapy
Pure python Aho-Corasick library.
text_similarity
Text Similarity
BertSum
Code for paper Fine-tune BERT for Extractive Summarization
STS-CNN-STSbenchmark-Semantic-Similarity-Semantic-Textual-Similarity-CNN-HCTI-Tensorflow-Keras
A simple implementation of paper "HCTI at SemEval-2017 Task 1: Use convolutional neural network to evaluate semantic textual similarity."
Machine-Learning-with-Python
Python code for common Machine Learning Algorithms
neo4j-graph-algorithms
Efficient Graph Algorithms for Neo4j
awesome-community-detection
A curated list of community detection research papers with implementations.
awesome-graph-embedding
A collection of important graph embedding, classification and representation learning papers with implementations.
textTOvec
ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"
TwisentR
Shiny App for tweet and sentiment analysis
LDA_for_journal_analysis
NLP using LDA to analyze scientific journals