bitsbuffer Goto Github PK

alphalens

Performance analysis of predictive (alpha) stock factors

arfs

All Relevant Feature Selection

auto-sklearn

Automated Machine Learning with scikit-learn

bitsbuffer.github.io

My Blog

bx-hackathon-2019

clustering

deepctr-torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deepsleepnet

DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

eeg_classification

EEG Sleep stage classification using CNN with Keras

empyrical

Common financial risk and performance metrics. Used by zipline and pyfolio.

feature_engine

Feature engineering package with sklearn like functionality

fforma_dep

hand-written-text-detection

Hand Written Text Detection on PDF documents using Faster R- CNN

machine-learning-for-algorithmic-trading-second-edition

Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.

mdp

mlhw1

pandas-profiling

Create HTML profiling reports from pandas DataFrame objects

pcp

A Python implementation of the Principal Component Pursuit algorithm from arXiv:0912.3599

pyfolio

Portfolio and risk analytics in Python

randomisedoptimization

robust-pca

A simple Python implementation of R-PCA

rpcaadmm

Robust Principal Component Analysis via ADMM in Python

tsfeatures

Calculates various features from time series data. Python implementation of the R package tsfeatures.

zipline

Zipline, a Pythonic Algorithmic Trading Library