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alpha_ml

Machine Learning models applied to financial time series datasets

animatedpythonpatterns

Animated GIF patterns made in Python Matplotlib.

automated-venture-capitalist

Contains information for the AAAI-KDF'20 paper "The Automated Venture Capitalist".

cdtw

NumPy-based constrained Dynamic Time Warping (cDTW) module

convex-optimization-for-finance

Talk Materials for "Convex Optimization for Finance"

da-rnn

Dual-Stage Attention-Based Recurrent Neural Net for Time Series Prediction

dash-oil-and-gas-demo

Dash Demo App - New York Oil and Gas

dash-sample-apps

Apps hosted in the Dash Gallery

dash-treeview-antd

TreeView component for Dash framework

dashapps

dashdub

Convert speech to text with Dash & Python

dashreportdemo

View this app live at:

data-analysis

Data analysis and research, including custom Jupyter notebooks and Kaggle problems.

deep-hedging

deep-learning-from-scratch-pytorch

Deep Learning from Scratch with PyTorch

deep-portfolio-management

Source code for the blog post on the evolution of the asset allocation methods

deeplearninginfinance

django-plotly-dash

Expose plotly dash apps as django tags

eif

Extended Isolation Forest for Anomaly Detection

endangeredspeciespixelart

equity-portfolio-prediction

fall2018-tutorials

Tutorials for Fall 2018

fastdtw

A Python implementation of FastDTW

flavorgraph

fx

FX ML

gan-finance

Generative adversarial net for financial data

gem

Python implementation of Antonacci's GEM ("Global Equities Momentum") strategy

hfmrd

A framework for detecting misreported returns in hedge funds.

how-to-read-pytorch

Quick, visual, principled introduction to pytorch code through five colab notebooks.

karumanchi.github.io

Apply ML & AI to Hedge Funds