Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R…
pandas
Repositories 1,616
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spar…
TuShare is a utility for crawling historical data of China stocks
Python
Updated Feb 4, 2018
Python Cheat Sheet NumPy, Matplotlib
A Python module for creating Excel XLSX files.
Python
Updated Oct 15, 2017
利用Python进行数据分析 第二版 (2017) 中文翻译笔记
Jupyter Notebook
Updated Feb 7, 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
General Assembly's Data Science course in Washington, DC
data-science
machine-learning
scikit-learn
data-analysis
pandas
jupyter-notebook
python
course
linear-regression
logistic-regression
model-evaluation
naive-bayes
natural-language-processing
decision-trees
ensemble-learning
clustering
regular-expressions
web-scraping
data-visualization
data-cleaning
Jupyter Notebook
Updated Apr 18, 2016
Practice your pandas skills!
Jupyter Notebook
Updated Feb 18, 2018
Create HTML profiling reports from pandas DataFrame objects
pandas-profiling
pandas-dataframe
statistics
jupyter-notebook
exploration
data-science
python
pandas
Python
Updated Mar 7, 2018
A pandas-like deferred expression system, with first-class SQL support (Impala, PostgreSQL, SQLite, ...)
High performance datastore for time series and tick data
High-performance runtime for data analytics applications
Rust
Updated Mar 8, 2018
N-D labeled arrays and datasets in Python
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
Extract data from a wide range of Internet sources into a pandas DataFrame.
Performance analysis of predictive (alpha) stock factors
京东JData算法大赛-高潜用户购买意向预测入门程序(starter code)
Jupyter Notebook
Updated Apr 6, 2017
适合初级到中级晋升者，有了体系之后就看熟练度了。
Jupyter Notebook
Updated Nov 16, 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
A compiler-based big data framework in Python
Python
Updated Mar 7, 2018
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Jupyter Notebook
Updated Jan 16, 2018
A Python toolkit for processing tabular data
Precompiled packages for AWS Lambda
Computational tools for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PC…
jupyter-notebook
pandas
federal-reserve
gdp
inflation
income
housing
equities
bonds
fx
gold
time-series
econometrics
statistics
asset-pricing
finance
interest-rates
economics
employment
python
Jupyter Notebook
Updated Mar 7, 2018
A python wrapper for Alpha Vantage API for financial data.
alpha-vantage
pandas
financial-data
python
stock
alphavantage
json
finance
api-wrapper
cryptocurrency
bitcoin
Python
Updated Feb 11, 2018
Jupyter notebook and datasets from the pandas Q&A video series
Jupyter Notebook
Updated Jan 25, 2018