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artificial_intelligence

awesome-bci

Curated Collection of BCI resources

business-machine-learning

causalml

Uplift modeling and causal inference with machine learning algorithms

cloud-speech-and-vision-demos

A set of demo applications that make use of google speech, nlp and vision apis based in angular2

cocoapi

COCO API - Dataset @ http://cocodataset.org/

deeplearning

drlnd_navigation

Using deep reinforcement learning to navigate a 3D environment

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.

emcee_simulation

Gazebo simulation of Utah Robotic Mining Project robot for NASA Robotic Mining Competition from 2016

fullstack-nanodegree-vm

fullstack_nanodegree

Fullstack Web Developer Nanodegree from Udacity

healthcare

loglizer

A log analysis toolkit for automated anomaly detection [ISSRE'16]

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

nlp

NLP Projects from Natural Language Processing Nanodegree

nlpbuddy

A text analysis application for performing common NLP tasks through a web dashboard interface and an API

rl-baseline-zoo

rltrader

A profitable cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym

socialsentiment

Sentiment Analysis application created with Python and Dash, hosted at socialsentiment.net

uuv_simulator

Gazebo/ROS packages for underwater robotics simulation