Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R…
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pandas
Repositories 3,593
Python Data Science Handbook: full text in Jupyter Notebooks
Jupyter Notebook
Updated Mar 21, 2019
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 Mar 7, 2019
Open Machine Learning Course
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 15, 2019
利用Python进行数据分析 第二版 (2017) 中文翻译笔记
Jupyter Notebook
Updated May 8, 2018
Practice your pandas skills!
Jupyter Notebook
Updated Feb 21, 2019
A Python module for creating Excel XLSX files.
Python
Updated Mar 19, 2019
Create HTML profiling reports from pandas DataFrame objects
pandas-profiling
pandas-dataframe
statistics
jupyter-notebook
exploration
data-science
python
pandas
machine-learning
artificial-intelligence
deep-learning
Python
Updated Feb 18, 2019
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 Mar 15, 2019
Python Cheat Sheet NumPy, Matplotlib
High performance datastore for time series and tick data
Python
Updated Mar 18, 2019
Modin: Speed up your Pandas workflows by changing a single line of code
General Assembly's 2015 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
cuDF - GPU DataFrame Library
A pandas-like deferred expression system, with first-class SQL support (Impala, PostgreSQL, SQLite, ...)
N-D labeled arrays and datasets in Python
With Holoviews, your data visualizes itself
High-performance runtime for data analytics applications
Rust
Updated Mar 18, 2019
Extract data from a wide range of Internet sources into a pandas DataFrame.
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 Jan 20, 2019
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep …
machine-learning
deep-learning
python
text-analytics
classification
clustering
natural-language-processing
computer-vision
data-science
spacy
nltk
scikit-learn
prophet
time-series-analysis
convolutional-neural-networks
tensorflow
keras
statsmodels
pandas
deep-neural-networks
Jupyter Notebook
Updated Mar 11, 2019
Code, Notebooks and Examples from Practical Business Python
Jupyter Notebook
Updated Mar 20, 2019
Performance analysis of predictive (alpha) stock factors
trade as a fool
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Jupyter Notebook
Updated Nov 25, 2018
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
artificial-intelligence
data-science
machine-learning
k-nearest-neighbours
naive-bayes
Jupyter Notebook
Updated Mar 6, 2019
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