samuelsinayoko Goto Github PK

arrow

Apache Arrow is a cross-language development platform for in-memory data. It specifies a standardized language-independent columnar memory format for flat and hierarchical data, organized for efficient analytic operations on modern hardware. It also provides computational libraries and zero-copy streaming messaging and interprocess communication. Languages currently supported include C, C++, Java, JavaScript, Python, and Ruby.

dat4

General Assembly's Data Science course in Washington, DC

dat8

General Assembly's Data Science course in Washington, DC

display_xml

package for distributing a ipython compatible XML displayer

doit

task management & automation tool

emacs.d

Private emacs distribution and config

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.

hello_nbdev

nbdev tutorial

jupyter-notebook-slides

kaggle-housing-prices

Exploring the Kaggle housing prices competition

kedro

A Python library that implements software engineering best-practice for data and ML pipelines.

marshmallow-attrs

Marshmallow-serialization for attrs classes

ml-from-scratch

Bare bones Python implementations of various Machine Learning models and algorithms.

mpl-altair

Matplotlib Backend for Altair Visualization Library

nand2tetris

notebooks

Musings and explorations using Jupyter Notebooks.

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pandas-string

Pandas ExtensionDType/Array for Strings

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 ;)

pysystemtrade

Systematic Trading in python

python-web-pdb

Web-based remote UI for Python's PDB debugger

samuelsinayoko.github.io

Personnal website.

scratch

Investigations and playground projects

specplot

Beyond Pandas's subplots and Seaborn's FacetGrid: using specplot to vizualize series and dataframes with multiple plotting functions

sphinx_rtd_theme

Sphinx theme for readthedocs.org

useful-python

Python code and notebooks for reference

workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

worldcup

Model and predict scores for each game in the world cup