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causalinference

Causal Inference in Python

coursera-stuff

Repository for Coursera's Data Science courses

d2l-en

An interactive deep learning book with code, math, and discussions, based on the NumPy interface.

dingelneiman-workathome

"How Many Jobs Can be Done at Home?" by Jonathan Dingel and Brent Neiman

googletrendsuinowcast

idb-idb-invest-coronavirus-impact-dashboard

Follow the impact of COVID-19 outbreak in Latin America in real time

idbmarch2018

Workshop Materials for March 2018 BITSS Workshop at IDB

machine-learning-with-scikit-learn-live-training

Live Training Session: Machine Learning with Scikit Learn

mcpanel

Matrix Completion Methods for Causal Panel Data Models

ml-projects

First takes at ML and AI projects.

natural-language-processing

Resources for "Natural Language Processing" Coursera course.

nlp-with-python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

nlp_spanish_sentiment_anaylsis_text_generation

Machine Learning + LSTM Implementation to capture sentiments surrouding the Colombian elections in 2018. Sentiment analysis entirely on Spanish tweets with interesting external data sourcing.

pdfminer.six

Python PDF Parser -- fork with Python 2+3 support using six

python-causality-handbook

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and sensitivity analysis.

quantecon.py

A community based Python library for quantitative economics

skills-api

Skills API

skills-ml

Data Processing and Machine learning methods for the Open Skills Project

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

ultimate-beamer-theme-list

A collection of custom Beamer themes.

webscrapping-job-vacancies-in-central-america

Webscrapping job vacancies in Central America's northern triangle to create a vacancies time series and apply ML to create skill contents variables/indicators

yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.