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6.006-2015-notebooks

a-guide-to-deepminds-starcraft-ai-environment

This is the code for "A Guide to DeepMind's StarCraft AI Environment" by Siraj Raval on Youtube

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

ai-resources

Selection of resources to learn Artificial Intelligence / Machine Learning / Statistical Inference / Deep Learning / Reinforcement Learning

arabic-bert

Arabic edition of BERT pretrained language models

arnold

Arnold - DOOM Agent

artistic-videos

Torch implementation for the paper "Artistic style transfer for videos"

avatarify

Avatars for Zoom and Skype

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-distributed-systems

Awesome list of distributed systems resources

awesome-text-summarization

The guide to tackle with the Text Summarization

babyai

BabyAI platform. A testbed for training agents to understand and execute language commands.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

capsnet-keras

A Keras implementation of CapsNet in Hinton's paper Dynamic Routing Between Capsules. Now Val_acc>99.5%.

carla

Open-source simulator for autonomous driving research.

chatbot-ai

Chatbot AI for Machine Learning for Hackers #6

chessbuddy

Play chess with Go, HTML5, WebSockets and random strangers!

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

courses

fast.ai Courses

crash-course-crm

Django customer management platform

create-react-app

Create React apps with no build configuration.

cs224n-winter17-notes

Course notes for CS224N Winter17

customs_fraud_detection

BACUDA project (WCO BAnd of CUstoms Data Analysts)

dagli

Framework for defining machine learning models, including feature generation and transformations, as directed acyclic graphs (DAGs).

darts

Differentiable architecture search for convolutional and recurrent networks

data-science-prep

Problems from https://datascienceprep.com/

deblurgan

deep-learning

deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.