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adv_fin_ml_exercises

Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]

april-ann

APRIL-ANN toolkit (A Pattern Recognizer In Lua with ANNs). This toolkit incorporates ANN algorithms (as dropout, stacked denoising auto-encoders, convolutional NNs), with other pattern recognition methods as HMMs among others. Additionally, in experimental stage, it is possible to perform automatic differentiation, for advanced ML research.

audiowaveform

C++ program to generate waveform data and render waveform images from audio files

awesome-deep-trading

List of awesome resources for machine learning-based algorithmic trading

deeplearningbibliography

Bibliography for Publications about Deep Learning using GPU

deepnet

Implementation of some deep learning algorithms.

flint

A Time Series Library for Apache Spark

go

The Open Source Data Science Masters

jekyll-bootstrap

The quickest way to start and publish your Jekyll powered blog. 100% compatible with GitHub pages.

kmlib

Kernel Machine Library - SVM in.net, main goal is extensibility. You can easily implement your custom kernel or use already implemented (Linear,RBF,Chi-Square,Exp Chi-Square). Library includes GPU SVM solvers for sparse problems. More on http://wmii.uwm.edu.pl/~ksopyla/svm-net-with-cuda-kmlib/

mac-dictionary-kit

Dictionary conversion tool for Mac OS X 10.5 and above

mila-courses

List and description of the courses I took @ Mila

osvg

XSLT stylesheets to turn openstreetmap xml into svg

pyfolio

Portfolio and risk analytics in Python

pyglossary

A tool for converting dictionary files aka glossaries with various formats for different dictionary applications

pyportfolioopt

Financial portfolio optimisation in python, including classical efficient frontier and advanced methods.

quantpy

A framework for quantitative finance In python.

rbm-mnist

C++ 11 implementation of Geoff Hinton's Deep Learning matlab code

recession-indicator

September 2019, no recession predicted - Uses Machine Learning to detect whether the United States is entering a recession

sfs

Sound Field Synthesis Toolbox

shap

A unified approach to explain the output of any machine learning model.

spf13-vim

The ultimate vim distribution

stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

symbiosis

A Symphony CMS ensemble where XML, HTML, CSS, XSLT, XPath and SVG come to play

tf-quant-finance

High-performance TensorFlow library for quantitative finance.

vowpal_wabbit

John Langford's original release of Vowpal Wabbit -- a fast online learning algorithm

wavesurfer.js

Navigable waveform using WebAudio and Canvas