Saloua Litayem's repositories
advanced-scala
Source code for Advanced Scala with Cats
Agile_Data_Code_2
Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition
ansible-role-virtualenv
Ansible role to create and update a Python virtualenv.
awesome-docker
:whale: A curated list of Docker resources and projects
awesome-test-automation
A curated list of awesome test automation frameworks, tools, libraries, and software for different programming languages. Sponsored by http://sdclabs.com
aws-cloudformation
Ansible Role for deploying AWS CloudFormation Infrastructure
benchm-ml
A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
books
Books about Nodejs, Angular2, Agile, Clean Code, Docker, Golang, Microservices, REST, TDD, BDD, and Startups.
clair-scanner
Docker containers vulnerability scan
Installations_Mac_Ubuntu_Windows
Installations for Data Science. Anaconda, RStudio, Spark, TensorFlow, AWS (Amazon Web Services).
lambda-packs
Precompiled packages for AWS Lambda
machine-learning
:earth_americas: machine learning algorithms tutorials (mainly in Python3)
mxnet-notebooks
Notebooks for MXNet
nginx-proxy
Automated nginx proxy for Docker containers using docker-gen
nginx-tuning
NGINX tuning for best performance
practical-pytorch
PyTorch tutorials demonstrating modern techniques with readable code
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
python-machine-learning-book
The "Python Machine Learning" book code repository and info resource
pythonVSCode
Cross platform editing, debugging, linting, testing (and more) Python (2.7 to 3.6) code (including Jupyter support) using Visual Studio Code
rest_api_demo
Boilerplate code for a RESTful API based on Flask-RESTPlus
scala-best-practices
A collection of Scala best practices
The-Terrible-Deep-Learning-List
15 working examples to get you started with Deep Learning without learning any of the math.