KG's repositories
Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)
kaggle-imaterialist
The First Place Solution of iMaterialist (Fashion) 2019 at FGVC6
pythonplot.com
📈 Interactive comparison of Python plotting libraries for exploratory data analysis. Examples of using Pandas plotting, plotnine, Seaborn, and Matplotlib.
data-science
:bar_chart: Path to a free self-taught education in Data Science!
datacleaner
A Python tool that automatically cleans data sets and readies them for analysis.
folium
Python Data. Leaflet.js Maps.
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.
How-to-build-own-text-summarizer-using-deep-learning
In this notebook, we will build an abstractive based text summarizer using deep learning from the scratch in python using keras
jupyterhub
Multi-user server for Jupyter notebooks
nbdime
Tools for diffing and merging of Jupyter notebooks.
nlpia
Examples and libraries for "Natural Language Processing in Action" book
nomnoml
Sassy 'UML' Diagrams for R
notebooks
RAPIDS Sample Notebooks
pandarallel
A simple and efficient tool to parallelize your pandas operations on all your CPUs (On Linux & macOS)
pysal
PySAL: Python Spatial Analysis Library
Python-for-Finance-Cookbook
Python for Finance Cookbook, published by Packt
python-highcharts
A simple translation layer between Python and Javascript for Highcharts projects (highcharts, highmaps, and highstocks).
ray
A system for parallel and distributed Python that unifies the ML ecosystem.
resources
PyMC3 educational resources
SOC412
SOC 412: Designing Field Experiments at Scale. Public repository for assignments and example code
swifter
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
telluric
telluric is a Python library to manage vector and raster geospatial data in an interactive and easy way
wtte-rnn
WTTE-RNN a framework for churn and time to event prediction