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100days

100 days of algorithms

16gt

Simultaneous detection of SNPs and Indels using a 16-genotype probabilistic model

acranker

AcRanker is a machine learning system developed in python that ranks proteins in a proteome as per their Anti-CRISPR tendencies predicted using sequence features.

active-learning

adanet

Fast and flexible AutoML with learning guarantees.

ai-resources

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

ai4animation

Bringing Characters to Life with Computer Brains in Unity

aima-python

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

aind2-cnn

AIND Term 2 -- Lesson on Convolutional Neural Networks

airsim

Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

aiyprojects-raspbian

An easy-to-use API for the AIY Voice Kit

akka

Build highly concurrent, distributed, and resilient message-driven applications on the JVM

aladdin

A pre-RTL, power-performance model for fixed-function accelerators

allennlp

An open-source NLP research library, built on PyTorch.

alphafold

Open source code for AlphaFold.

alphafold_pytorch

An implementation of the DeepMind's AlphaFold based on PyTorch for research

alphatensor

amazon-dsstne

Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models

amazon-redshift-developer-guide

This is the documentation for the Amazon Redshift Developer Guide

amazon-sagemaker-examples

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

amazon-science-mm-cot

Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)

amazon-science-scienceqa

Data and code for NeurIPS 2022 Paper "Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering".

analytics-componentized-patterns

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

apple-axlearn

apple-ml-ane-transformers

Reference implementation of the Transformer architecture optimized for Apple Neural Engine (ANE)

apple-ml-stable-diffusion

Stable Diffusion with Core ML on Apple Silicon

aqua

A algebraic word problem dataset, with multiple choice questions annotated with rationales.

arc-robot-vision

MIT-Princeton Vision Toolbox for Robotic Pick-and-Place at the Amazon Robotics Challenge 2017 - Robotic Grasping and One-shot Recognition of Novel Objects with Deep Learning.

arm