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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

abce

Agent-based computational Economics, the Python library that makes AB modelling easier

addaandcooper

Code to solve exercises from Adda and Cooper's "Dynamic Economics" book

agentesheterogeneos

Notas y códigos de un curso de como resolver modelos básicos de agentes heterogéneos

annecon

Artificial Neural Networks on Economic Forecasting

awesome-for-beginners

A list of awesome beginners-friendly projects.

awslambda

AWS Lambda

babymakro

bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

blockcv

The blockCV package creates spatially or environmentally separated training and testing folds for cross-validation to provide a robust error estimation in spatially structured environments. See

blog_posts

borusyak_boostrap_se

brhkim.github.io

brhkim GitHub Homepage

burdett-mortensen-1998-simulations

Simulates the second extension (heterogenous firms) of the Burdett-Mortensen model (1998)

casi_python

Python code for Computer Age Statistical Inference

causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

causalinference

causalml

Uplift modeling and causal inference with machine learning algorithms

causalml-teaching

This repository consolidates my teaching material for "Causal Machine Learning".

census-api-averages

This repository provides Python scripts for downloading and analyzing US Census data. It features functions to retrieve data, compute population-based averages, and outputs raw and processed DataFrames.

codespaces-jupyter

Explore machine learning and data science with Codespaces

computational-macroeconomics

A graduate course on Computational Macroeconomics

continuous-integration

This a repository I use to learn continuous integration, follow-up

create-r-environment-aws

This repo is meant to create an R environment in aws cloud 9

dash_board_access

This repo creates a dashboard for access measures to childcare in Minnesota using flexdashboard in R

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

data_science_bootcamp

datasharing

The Leek group guide to data sharing

demand-estimation

Demand Estimation taught by Jeff Gortmaker and Ariel Pakes

descriptiver

Make Summary Statistics And Cleaning Column Names Easier