Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spar…
matplotlib
Repositories 991
Essential Cheat Sheets for deep learning and machine learning researchers
Updated Nov 9, 2017
中文 Python 笔记
Jupyter Notebook
Updated Jan 15, 2018
OpenDataScience Machine Learning course. Both in English and Russian
machine-learning
data-analysis
data-science
pandas
algorithms
numpy
scipy
matplotlib
seaborn
plotly
scikit-learn
kaggle-inclass
vowpal-wabbit
python
ipynb
docker
math
Python
Updated Mar 8, 2018
An awesome iTerm2 backend for Matplotlib, so you can plot directly in your terminal.
OSMnx: Python for street networks. Retrieve, construct, analyze, and visualize street networks from OpenStreetMap.
openstreetmap
gis
network
street-networks
shapefile
visualization
graph
overpass-api
graphs
networkx
matplotlib
spatial-analysis
geospatial
maps
urban-planning
design
transportation
physics
math
geography
Python
Updated Mar 7, 2018
Stop plotting your data - annotate your data and let it visualize itself.
python
visualization
analysis
bokeh
matplotlib
interactive
data-science
exploratory-data-analysis
pandas
Python
Updated Mar 8, 2018
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding in…
machine-learning
deep-learning
tensorflow
python
pytorch
keras
lua
matplotlib
aws
kaggle
pandas
scikit-learn
torch
artificial-intelligence
neural-network
convolutional-neural-networks
tensorflow-tutorials
python-data
ipython-notebook
capsule-network
Python
Updated Feb 15, 2018
Visual analysis and diagnostic tools to facilitate machine learning model selection.
machine-learning
visual-analysis
model-selection
visualization
scikit-learn
visualizer
matplotlib
python
estimator
residuals
transformer
advantage
anaconda
Python
Updated Mar 5, 2018
A converter that takes a matplotlib figure and spits out a TikZ/PGFplots figure for smooth integration into LaTeX.
Python
Updated Feb 27, 2018
Matplotlib tutorial for beginner
Python
Updated Jun 23, 2017
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
numpy
statistics
pandas
matplotlib
regression
scikit-learn
classification
principal-component-analysis
clustering
decision-trees
random-forest
dimensionality-reduction
neural-network
deep-learning
Jupyter Notebook
Updated Jan 30, 2018
pprofile + matplotlib = Python program profiled as an awesome heatmap!
Python
Updated Jan 21, 2018
Cartopy - a cartographic python library with matplotlib support
Python
Updated Mar 7, 2018
Easy to use Python API wrapper to plot charts with matplotlib, plotly, bokeh and more
matplotlib extension for vaporwave aesthetics
vaporwave
matplotlib
python
aesthetics
visualization
palette
plot
color-palette
seaborn
colormap
vaporwave-aesthetics
Python
Updated Feb 6, 2018
Python
Updated Nov 1, 2017
中文版scipy-lecture-notes. 网站下线, 以离线HTML的形式继续更新, 见release.
Python
Updated Mar 28, 2017
Pynamical is a Python package for modeling and visualizing discrete nonlinear dynamical systems, chaos, and fractals.
chaos
nonlinear
fractal
logistic
visualization
modeling
animation
math
physics
python
pandas
numba
numpy
matplotlib
ipynb
bifurcation-diagram
fractals
systems
phase-diagram
cobweb-plot
Python
Updated Nov 12, 2017
Python package to visualize some processes involved in Machine learning.
Python
Updated Sep 28, 2016
Python
Updated Feb 20, 2018
Jupyter Notebook
Updated Feb 18, 2018
Scientific One-Liner Interactive GUI Library
Python
Updated May 27, 2017
A pythonic interface for the ROOT libraries on top of the PyROOT bindings.
Python
Updated Jan 30, 2018
A small library for automatically adjusting text position in matplotlib plots to minimize overlaps.
Python
Updated Feb 17, 2018
Area-weighted venn-diagrams for Python/matplotlib
Jupyter Notebook
Updated Oct 16, 2017
Using Project Jupyter for data science.
Jupyter Notebook
Updated Feb 25, 2018
This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
neural-network
pandas-tutorial
semicolon
scikit
perceptron
gradient-descent
keras
scikit-learn
matplotlib
numpy
machine-learning
count-vectorizer
deep-learning
convolutional-neural-networks
cnn-keras
sentiment-analysis
data-science
lstm
rnn
tutorial
Jupyter Notebook
Updated Jan 16, 2018
A Collection of resources I have found useful on my journey finding my way through the world of Deep Learning.
Updated Nov 29, 2017
Notebooks and libraries for spatial/geo Python explorations
geo
geopandas
pandas
geospatial
jupyter
spatial-analysis
matplotlib
choropleth
computational-geometry
isochrones
geographical-information-system
rust
geographically-weighted-regression
shapely
basemap
Jupyter Notebook
Updated Oct 23, 2017