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awesome-machine-learning

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

binance_futures_python

forex-python

Foreign exchange rates, Bitcoin price index and currency conversion using ratesapi.io

ftx

FTX Sample Code

fuzzydictionary

Implementation of a fuzzy dictionary using q-gram approach

hurst-exponent

Analysis of using the hurst exponent to classify market regimes

khaidem.etal.2016_analysis

Analysis of the results of the paper "Predicting the direction of stock market prices using random forest" (2016) by Khaidem et al.

lpplmodel

Financial bubble prediction using the LPPL model

mcoptionpricer

Option pricer using Monte Carlo simulations

mlmarketprediction

Market prediction using machine learning classifiers, regressors and deep LSTM networks

numpy

The fundamental package for scientific computing with Python.

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

python-binance

Binance Exchange API python implementation for automated trading

scikit-learn

scikit-learn: machine learning in Python

statsmodels

Statsmodels: statistical modeling and econometrics in Python