warecucff Goto Github PK

-open-source-datasets-for-data-science

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

actuarialdatascience

Code for the Actuarial Data Science Tutorials published at https://actuarialdatascience.org.

ann.bondratings

Artificial Neural Network - Corporate Investment Grade Bond Rating

bond_data_analysis

How Did COVID-19 Impact Corporate Bonds and Treasury Bonds

ccrs

corporate credit rating system

climate-iam-explorer

corporate-credit-rating-prediction-

Predicting the credit ratings of US based companies using machine learning models

derivative-pricing-term-structure-theory-

Comparison between BDT Model and LIBOR Market Model in typical derivative pricing

fecon235

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

heath_jarrow_morton_model

A Multi Factor HJM MonteCarlo Model with Principal Component Factors

hjm

Heath–Jarrow–Morton model

inflation-nowcast-model

A dynamic factor model to forecasts inflation, i.e. CPI, PPI. WindAPI is required to extract vintages.

inflationexpectationscode

Inflation expectations in the long run

james-bond

Corporate Bond Rating Change Prediction Model

liang_gar

US Model for the Term Structure of Growth-at-Risk

libor-market-model

Implementation of term structure model project

longstaff-schwartz_model

Implementation of the Longstaff-Schwartz term structure model

mie479

Building a Regime-Switching Model For Inflation

ml-from-scratch

Bare bones Python implementations of some of the fundamental Machine Learning models and algorithms.

msci_esg

A Python package that uses Selenium to scrape content from the MSCI.com ESG Ratings Corporate Search Tool.

neural-network-in-spreadsheet

Simple Artificial Neural Network with Backpropagation in Excel spreadsheet with XOR example - for education purpose;

news_and_markets

Code for https://arxiv.org/abs/2010.12002

panel_thresh

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.

pricingtermstructure

Pricing the Term Structure with Linear Regressions

py-package-template

Python package template project for kick-starting new Python projects.

pyesg

Economic scenario generator for python: simulate stocks, interest rates, and other stochastic processes.

replication-hasenzagl-et-al-2020

Replication code for "A Model of the Fed's View on Inflation".

sectoral-factor-model-code

Model code for the model described the paper "What Drives Core Inflation? A Dynamic Factor Analysis of Tradable and Nontradable Prices"

tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf