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aas

Code to accompany Advanced Analytics with Spark from O'Reilly Media

aibooks.github.io

AI Books

aigames

use AI to play some games.

allrank

allRank is a framework for training learning-to-rank neural models based on PyTorch.

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

alphafold2

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

alphageometry

alphazero-general

A fast, generalized, and modified implementation of Deepmind's distinguished AlphaZero in PyTorch.

alphazero_gomoku_mpi

An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

amazon-textract-code-samples

Amazon Textract Code Samples

awesome-ai-in-finance

🔬 A curated list of awesome machine learning strategies & tools in financial market.

awesome-game-ai

Awesome Game AI materials of Multi-Agent Reinforcement Learning

aws-csaa-code

Code used in our AWS Certified Solutions Architect Associate course

bandit

bandit-algorithms

LinRel, SupLinRel, LinUCB, SupLinUCB, UCB-GLM, SupCB-GLM, LinTS, E-greedy, Giro, LinPhe, Phased Elimination, LSE, SpectralEliminator

banditempirical

Empirical tests of various bandit algorithms.

banditlib

Library of contextual bandits algorithms

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bpr-pytorch

A pytorch implementation for BPR (Bayesian Personalized Ranking).

brax

Massively parallel rigidbody physics simulation on accelerator hardware.

bus_project

car_project

carla

Open-source simulator for autonomous driving research.

colin-bandits

colinucb_revised

competitive-recsys

A collection of resources for Recommender Systems (RecSys)

compy

Communication system and signal processing library

contextual-bandits

contextual-bandits-algorithms

controllable_agent