cptanalatriste

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

google-research

Google Research

spinningup

An educational resource to help anyone learn deep reinforcement learning.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

r4ds

R for data science: a book

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

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.

acme

A library of reinforcement learning components and agents

Advanced-Deep-Learning-with-Keras

Advanced Deep Learning with Keras, published by Packt

maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

statistics-for-data-scientists

Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"

EmoPy

A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)

rosbook

Example code to accompany the book Programming Robots with ROS

sagemaker-deployment

Code and associated files for the deploying ML models within AWS SageMaker

ML_SageMaker_Studies

Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.

joelnet

live coding deep learning library

Deep-Learning-with-TensorFlow-2-and-Keras

Deep Learning with TensorFlow 2 and Keras, published by Packt

img2poem

[MM'18] Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training

Generative-Adversarial-Networks-Projects

Generative Adversarial Networks Projects, published by Packt

biojava-tutorial

:book::books:An introductory tutorial for BioJava

Hands-On-Generative-Adversarial-Networks-with-Keras

Hands-On Generative Adversarial Networks with Keras, published by Packt

ScipyNumpy_book_examples

The Python code examples from the SciPy and NumPy O'Reilly book

PyChEmiss

Create WRF-Chem emission file from your local emissions disaggregated in space and time.

qualR

This is the qualR package, it will help you bring São Paulo and Rio de Janeiro air quality data to your R session :brazil:.

RVRPSimulator

Powerful Rich Vehicle Routing Problem Simulator

JavaBio

Computational biology code samples

SOFTX_2019_61

A Java Framework for Ant Colony Optimization algorithms. To cite this software contribution: https://www.sciencedirect.com/science/article/pii/S2352711019300639

newiadapter

AttnGAN