Discover omarsar/friendly_deep_learning Open Source project

MRI analysis using PyTorch and MedicalTorch

125

mri-analysis-pytorch

Natural language processing (NLP) newsletter right on GitHub

nlp_newsletter

pytorch_neural_machine_translation_attention

Neural Machine Translation with Attention (PyTorch)

Contains useful deep learning notations for writing blogs, presentations, and papers.

deep_learning_notations

📖 Operating Systems - A Friendly Handbook 📖 (Open Notes)

clinical_nlp_elastic

Clinical NLP Analysis with Elasticsearch and Kibana

Material for PyCon 2019 NLP Tutorial

nlp_pycon

nlp_pytorch_tensorflow_notebooks

Deep Learning for NLP Python Notebooks in PyTorch and TensorFlow

📗 Machine Learning - A Friendly Handbook 📗 (Open Notes)

machine_learning_fundamentals

emotion_analysis_elastic_pytorch

Deep Emotion Analysis with Elastic and PyTorch

Contains information and instructions for the first Data Mining lab session for 2017 Fall.

data_mining_2017_fall_lab

NLP tutorials I have written using TensorFlow

nlp_with_tensorflow

🔥 Summary of interesting NLP Papers and Research (Fast and easy reads!) 🔥

nlp_research

omarsar

appworks_meetup_2018

Contains all the material used for the "Applied Deep Learning for NLP Using PyTorch" meetup at AppWorks

Introduction to the Fundamentals of RNN

odsc_nlp

NLP Tutorial Outline

rnn_introduction_fundamentals

Machine Learning in the Elastic Stack

helsinki_ml

pytorch_intro_neural_network

Building a neural network from scratch using PyTorch

Material for Elastic Virtual ML meetup on Machine Learning in the Elastic Stack

virtual_ml_meetup_elastic

text_mining_lab_2017

Requirements for Text Mining Summer Course (Lab Session)

😄 😟 😂 An emotion classification web service 😄 😟 😂

meda

Contains information for the first assignment of Data Mining 2017 Fall, NTHU.

data_mining_hw_1

Mini blog for notes and guides on Machine Learning (Open Notes)

friendly_machine_learning

A list of wonderful blogs, articles, papers, ... related to data science

data_science_bookmarks

emotion_recognition_tensorflow

Deep Learning Based Emotion Recognition With TensorFlow

Repository for the Fundamentals of RNN mini course delivered on YouTube

fundamentals-of-rnn-series

midas_api

MIDAS API

Sentiment Classification with GRU and Attention Layers

sentiment_with_attention

Building RNNs using PyTorch and Google Colab

pytorch_intro_rnn

Material for Data Mining Lab Session (Fall Semester @ NTHU)

data_mining_lab

Material and resources for the "Friendly Data Science" YouTube series.

friendly_data_science

Data Mining Lab Session 2 (Fall 2017)

data_mining_lab_fall_2

Mini blog for notes and guides on Natural Language Processing (Open Notes)

friendly_nlp

🔒 Check digit algorithm - Service Security 🔒

nlp-recipes

Recipes for NLP topics

checkdigit

Summarized notes on e-learning (open notes)

e-learning

twitter_crawler_by_keywords

This crawler is designed to crawl tweets from the Twitter APIs using keywords.

📊 A Visualization Tool for Mental Disorder Detection and Analysis on Social Media 📊

DeepViz

My Blog - Research and Life Experience. 💬

omarsar.github.io

📊 A visualization tool for interest analysis via emotion detection. 📊

EmoViz

JavaScript

elastic_docker

Shows how to setup a containerised cluster using Docker

emotion_recognition_pytorch

Deep Learning Based Emotion Recognition With PyTorch

💎 Matlab implementation and visualization of PCA, LDA, and K-means 💎

math_comp_project

Holds instructions for assignment 1 of the Data Mining course

dm_2018_hw_1

A social dating app using popular GraphDb (neo4j) and Ruby on Rails

Datezilla

Shell

ruby_starter

🔷 🔷 A sinatra + ruby web app for beginners; a ruby + sinatra boilerplate 🔷 🔷

Analyzing energy production with Kibana Lens

energy_stats

Sentiment Analysis on Amazon Food Reviews Dataset

amazon_reviews_sentiment

Basic Twitter Crawler + Emotion Classifier

twittercrawler

quizzy

A self-study app

Knapsack Cipher - PK and SK cryptograpy

Knapsack-Cipher

visualization-d3-vr

Visualization fun project rendered with d3, three.js and VR capabilities

Takeaways for Service Security course. ✅

service_security_notes

firebase_react_app

An app to play around with Firebase, Node and ReactJS

JavaScript

how_to_nlp

Guides and resources for NLP-related topics and research

sentiment-classifier

A sentiment analysis research / project

🚧 A rails app (Heroku-ready) for beginners; rails 5.0 boilerplate 🚧

rails_starter

Some of the most used Natural Language Processing (NLP) functions for information retrieval

nlp_functions

A python3 version of image classification deep learning algorithm

deeplearning

A cheatlist of functions for Data Scientist

datascience_cheatlist

Building Your First Wordcloud with Google Colaboratory and Python

google_colab_wordcloud

Assignments for Tensorflow Deep Learning on Udacity

tensorflow-deeplearning-udacity

santander-customer-satisfaction

Kaggle competition