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100 days of algorithms
Asset-Pricing Testing with Many Assets
Atlite: Light-weight version of Aarhus RE Atlas for converting weather data to power systems data
AtsPy: Automated Time Series Models in Python (by @firmai)
list of papers, code, and other resources
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
Quant/Algorithm trading resources with an emphasis on Machine Learning
Machine learning for high frequency bitcoin price prediction
:boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling
Applied an ARIMA-LSTM hybrid model to predict future price correlation coefficients of two assets
Wind Speed Prediction using LSTMs in PyTorch (https://arxiv.org/pdf/1707.08110.pdf)
https://arxiv.org/abs/1805.01104
Autoencoder framework for portfolio selection (paper published by J. B. Heaton, N. G. Polson, J. H. Witte.)
Deep learning for forecasting company fundamental data
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3350138
Attempt to replicate: A deep learning framework for financial time series using stacked autoencoders and long- short term memory
Public facing demos
Notebooks that replicate original quantitative finance papers from Emanuel Derman
Tool for building deep / recurrent neural network models for systematic fundamental investing.
Dynamic Deep-Linking and Highlighting
ESV Text/Audio Aligner to programmatically obtain the timings for each word in the corresponding audio
Highcharts plugin to export chart data to CSV
Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics
Fama French 3 Factor Model
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.