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Ada Li's Projects

algo icon algo

Set up a personal VPN in the cloud

awesome-visual-slam icon awesome-visual-slam

:books: The list of vision-based SLAM / Visual Odometry open source, blogs, and papers

bottle icon bottle

bottle.py is a fast and simple micro-framework for python web-applications.

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

dlflow icon dlflow

DLFlow is a deep learning framework.

dowhy icon dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

econml icon econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

eth2-explorer icon eth2-explorer

Open source golang based explorer for the eth2 beacon chain

ethereum-etl icon ethereum-etl

Python scripts for ETL (extract, transform and load) jobs for Ethereum blocks, transactions, ERC20 / ERC721 tokens, transfers, receipts, logs, contracts, internal transactions. Data is available in Google BigQuery https://goo.gl/oY5BCQ

ethereum2-etl icon ethereum2-etl

Python scripts for ETL (extract, transform and load) jobs for Ethereum 2.0 beacon blocks, attestations, deposits, slashings, validators, committees. Data is available in Google BigQuery

fpinscala icon fpinscala

Code, exercises, answers, and hints to go along with the book "Functional Programming in Scala"

grit icon grit

Grit is a Ruby library for extracting information from a git repository in an object oriented manner - this fork tries to intergrate as much pure-ruby functionality as possible

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