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538model

538 Election Forecasting Model

ad_examples

A collection of popular anomaly detection methods (iid/point-based and time series) including active learning for anomaly detection/discovery, description for diversity/explanation/interpretability. With a deeper analysis of incorporating label feedback with ensemble and tree-based detectors. Includes results-plots and illustrations for most approaches covered.

algorithmictrader

Implementation of algorithmic trading using reinforcement learning.

algorithmictrading_logisticregression

Code to find the best stocks for algo-trading.

alphalens

Performance analysis of predictive (alpha) stock factors

altair

Declarative statistical visualization library for Python

amazonsagemakercourse

SageMaker Course Material

animl

A python machine learning library for structured data.

arch

ARCH models in Python

au.id.cxd.math

A collection of experiments focusing on processing tabular data.

auquan-toolbox-python

Backtesting toolbox for trading strategies

auto-clean

Provide helpers in python (pandas and numpy) to perform automated cleaning and pre-processing steps.

auto-sklearn

auto_ml

Automated machine learning for analytics & production

autokeras

An AutoML system based on Keras

autotrader

A Python-based development platform for automated trading systems - from backtesting to optimisation to livetrading.

av_example

Examples on how to use the alpha vantage library

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome_time_series_in_python

This curated list contains python packages for time series analysis

boruta_py

Python implementations of the Boruta all-relevant feature selection method.

bqplot

Plotting library for IPython/Jupyter Notebooks

cloudforest

Ensembles of decision trees in go/golang.

conda

OS-agnostic, system-level binary package manager and ecosystem

conda-docs

Conda documentation

cookbook-2nd-code

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

cookiecutter-pypackage

Cookiecutter template for a Python package.

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cpython

The Python programming language

cufflinks

Productivity Tools for Plotly + Pandas

d3-sketchy

d3.sketchy for sketchy dataviz