sfaz

LDA_for_journal_analysis

NLP using LDA to analyze scientific journals

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.

NLP-Models-Tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

Particle-Swarm-Optimization-with-Python

Learn about particle swarm optimization (PSO) through Python!

pyAudioAnalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

pylouvain

A Python implementation of the Louvain method to find communities in large networks

short_text_cnn_cluster

Implement of paper Self-Taught Convolutional Neural Networks for Short Text Clustering using Keras.

sfaz/LDA_for_journal_analysis

NLP using LDA to analyze scientific journals

sfaz/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.

sfaz/NLP-Models-Tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

sfaz/ahocorapy

Pure python Aho-Corasick library.

sfaz/awesome-community-detection

A curated list of community detection research papers with implementations.

sfaz/awesome-graph-embedding

A collection of important graph embedding, classification and representation learning papers with implementations.

sfaz/BertSum

Code for paper Fine-tune BERT for Extractive Summarization

sfaz/diffpool

sfaz/Dog_Breed_Classifier

sfaz/FACE-Generation

sfaz/Face-Generation-DCGAN

sfaz/healthyr_book

R for Health Data Science

sfaz/Language-Detection

sfaz/Machine-Learning-with-Python

Python code for common Machine Learning Algorithms

sfaz/machine_learing_algo_python

implement the machine learning algorithms by python for studying

sfaz/neo4j-graph-algorithms

Efficient Graph Algorithms for Neo4j

sfaz/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.

sfaz/OpenEnsembles

Code for ensemble clustering

sfaz/randsent

Exploring Random Encoders for Sentence Classification

sfaz/redwood

Web content filter that runs as an HTTP proxy

sfaz/robin

RObust document image BINarization

sfaz/Sentiment-Analysis-AWS

sfaz/sfaz.github.io

Data Science Portfolio

sfaz/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."

sfaz/stylegan2-colab

StyleGAN2 - Colab Notebook containing code for training + visualization + projection

sfaz/text_similarity

Text Similarity

sfaz/textTOvec

ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"

sfaz/TV-Script-Generation

sfaz/TwisentR

Shiny App for tweet and sentiment analysis

sfaz/web-classifier

Web page Classifier using the DMOZ data.