adaptdl

Resource-adaptive cluster scheduler for deep learning training.

adapter-transformers

Huggingface Transformers + Adapters = ❤️

adaptive-softmax-pytorch

Adaptive Softmax implementation for PyTorch

adaptivecards

A new way for developers to exchange card content in a common and consistent way.

advanced-deep-learning-with-keras

Advanced Deep Learning with Keras, published by Packt

advanced-natural-language-processing-with-tensorflow-2

Advanced Natural Language Processing with TensorFlow 2, published by Packt

advances-in-label-noise-learning

A curated (most recent) list of resources for Learning with Noisy Labels

adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks.

adversarial-classify

Code for "Topics to Avoid: Demoting Latent Confounds in Text Classification"

ai-deadlines

:alarm_clock: AI conference deadline countdowns

ai-for-medicine

ai-product-index

A curated index to track AI-powered products.

ai-safety-gridworlds

This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents.

aiexperiments-bird-sounds

Thousands of bird sounds visualized using machine learning.

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

aimet-pages

AIMET GitHub pages documentation

airsim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

alewrap

A lua wrapper for the Arcade Learning Environment/xitari.

alexa-smarthome

Resources for Alexa Smart Home developers.

alexa-with-dstc10-track2-dataset

DSTC10 Track 2 - Knowledge-grounded Task-oriented Dialogue Modeling on Spoken Conversations

all-about-ai-residency

AI residency programs information

all_about_grad_cs_fellowships

All about Graduate Fellowships - Resources and collection of public links.

all_about_transformers

alpha-beta-crown

α,β-CROWN (alpha-beta-CROWN): An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP'21)

alphafold2

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

alqalign

multilingual speech aligner

amazon-lookout-for-vision-demo

A demo to test models trained by Amazon Lookout for Vision

amazon-sagemaker-audio-classification-pytorch

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker