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machine_learning_tutorials

Code, exercises and tutorials of my personal blog ! 📝

medium

Python codes for the Medium articles I write

ml-frontend-template

ML frontend template to receive ML features from an HTML form and pass it onto the flask API to fetch the result

ml-react-app-template

This is a template for creating a Machine Learning application with its front-end developed using React which interacts with a Flask service as the back-end and makes predictions.

models

Models and examples built with TensorFlow

music-generation-lstm-rbm

Generates classical piano music using a LSTM-RBM model.

music_rnn_rbm

Generating longer musical pieces with an RNN-RBM in TensorFlow

neural-style

Neural style in TensorFlow! :art:

neural-style-1

Torch implementation of neural style algorithm

nginx-demos

NGINX and NGINX Plus demos

nginx-ldap-auth

Example of LDAP authentication using ngx_http_auth_request_module

ngx-oauth

OAuth 2.0 proxy for nginx written in Lua.

ngx_http_proxy_connect_module

A forward proxy module for CONNECT request handling

nlp-with-python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

notes

Technical Notes On Using Data Science & Artificial Intelligence To Fight For Something That Matters.

pyadvancedcontrol

Python codes for advanced control

pyspark-and-mllib

Getting start with PySpark and MLlib

python-boilerplate

python-data-science-courses

Learn full stack Data Science using Python

python-ldap

LDAP client API for Python

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

questiontopicanalysis

Finding the question topic plays a major role in various use-cases starting from question answering system to answer evaluation. This repo shows a question topic identifier starting from building model, utilizing transfer learning to containerized deployment.

r-centos7

R and RStudio on a Secured CentOS 7 Environment

rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

reveal.js

The HTML Presentation Framework

sentimentanalysis

server-configs-nginx

Nginx HTTP server boilerplate configs

serverless-application-model

AWS Serverless Application Model (AWS SAM) prescribes rules for expressing Serverless applications on AWS.

shap

A unified approach to explain the output of any machine learning model.

shiny-server