Sabri Hamad's repositories
ai-projects
Artificial Intelligence projects, documentation and code.
AnatomyOfMatplotlib
Anatomy of Matplotlib -- tutorial developed for the SciPy conference
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
d3-flask-blog-post
Blog post on using D3 with flask
dash-bio
Open-source bioinformatics components for Dash
dash-sample-apps
Apps hosted in the Dash Gallery
Data-Analysis
Data Science Using Python
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
data_science_bowl_2018
My 5th place (out of 816 teams) solution to The 2018 Data Science Bowl organized by Booz Allen Hamilton
elegant-scipy
1st Edition of Elegant SciPy (O'Reilly Publishers)
ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
flask-framework
Basic template for using Flask on Heroku
gene_lists
List of gene lists for genomic analyses.
goatools
Python library to handle Gene Ontology (GO) terms
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
hierarchical-hotnet
Hierarchical HotNet is an algorithm for finding hierarchies of active subnetworks.
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
msglm
Bayesian Random Effects Linear Models for Mass Spectrometry Data
netmix
NetMix is an algorithm for finding altered subnetworks.
OptEnrichedSetCover.jl
Optimal Enriched-Set Cover
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
pydata_talk
A notebook and some resources I used at the PyData Munich meetup talk.
PyTextNow_API
Python texting API utilizing TextNow API
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
Usiigaci
Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning