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Best free, open-source datasets for data science and machine learning projects. Top government data including census, economic, financial, agricultural, image datasets, labeled and unlabeled, autonomous car datasets, and much more. Data.gov NOAA - https://www.ncdc.noaa.gov/cdo-web/ atmospheric, ocean Bureau of Labor Statistics - https://www.bls.gov/data/ employment, inflation US Census Data - https://www.census.gov/data.html demographics, income, geo, time series Bureau of Economic Analysis - http://www.bea.gov/data/gdp/gross-dom... GDP, corporate profits, savings rates Federal Reserve - https://fred.stlouisfed.org/ curency, interest rates, payroll Quandl - https://www.quandl.com/ financial and economic Data.gov.uk UK Dataservice - https://www.ukdataservice.ac.uk Census data and much more WorldBank - https://datacatalog.worldbank.org census, demographics, geographic, health, income, GDP IMF - https://www.imf.org/en/Data economic, currency, finance, commodities, time series OpenData.go.ke Kenya govt data on agriculture, education, water, health, finance, … https://data.world/ Open Data for Africa - http://dataportal.opendataforafrica.org/ agriculture, energy, environment, industry, … Kaggle - https://www.kaggle.com/datasets A huge variety of different datasets Amazon Reviews - https://snap.stanford.edu/data/web-Am... 35M product reviews from 6.6M users GroupLens - https://grouplens.org/datasets/moviel... 20M movie ratings Yelp Reviews - https://www.yelp.com/dataset 6.7M reviews, pictures, businesses IMDB Reviews - http://ai.stanford.edu/~amaas/data/se... 25k Movie reviews Twitter Sentiment 140 - http://help.sentiment140.com/for-stud... 160k Tweets Airbnb - http://insideairbnb.com/get-the-data.... A TON of data by geo UCI ML Datasets - http://mlr.cs.umass.edu/ml/ iris, wine, abalone, heart disease, poker hands, …. Enron Email dataset - http://www.cs.cmu.edu/~enron/ 500k emails from 150 people From 2001 energy scandal. See the movie: The Smartest Guys in the Room. Spambase - https://archive.ics.uci.edu/ml/datase... Emails Jeopardy Questions - https://www.reddit.com/r/datasets/com... 200k Questions and answers in json Gutenberg Ebooks - http://www.gutenberg.org/wiki/Gutenbe... Large collection of books
Code for the Actuarial Data Science Tutorials published at https://actuarialdatascience.org.
Artificial Neural Network - Corporate Investment Grade Bond Rating
How Did COVID-19 Impact Corporate Bonds and Treasury Bonds
corporate credit rating system
Predicting the credit ratings of US based companies using machine learning models
Comparison between BDT Model and LIBOR Market Model in typical derivative pricing
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
A Multi Factor HJM MonteCarlo Model with Principal Component Factors
Heath–Jarrow–Morton model
A dynamic factor model to forecasts inflation, i.e. CPI, PPI. WindAPI is required to extract vintages.
Inflation expectations in the long run
Corporate Bond Rating Change Prediction Model
US Model for the Term Structure of Growth-at-Risk
Implementation of term structure model project
Implementation of the Longstaff-Schwartz term structure model
Building a Regime-Switching Model For Inflation
Bare bones Python implementations of some of the fundamental Machine Learning models and algorithms.
A Python package that uses Selenium to scrape content from the MSCI.com ESG Ratings Corporate Search Tool.
Simple Artificial Neural Network with Backpropagation in Excel spreadsheet with XOR example - for education purpose;
Code for https://arxiv.org/abs/2010.12002
Panel_thresh_endogeneous/panel_thresh_endogenous.m extends the MATLAB proccedure IVTAR.M written by Bruce E. Hansen as described in Kremer, Bick and Nautz "Inflation and Growth: New Evidence From a Dynamic Panel Threshold Analysis" (Empirical Economics,44(2), April 2013, 861-878) to estimate a Dynamic Panel Threshold Model.
Pricing the Term Structure with Linear Regressions
Python package template project for kick-starting new Python projects.
Economic scenario generator for python: simulate stocks, interest rates, and other stochastic processes.
Replication code for "A Model of the Fed's View on Inflation".
Model code for the model described the paper "What Drives Core Inflation? A Dynamic Factor Analysis of Tradable and Nontradable Prices"
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
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.