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ai-notebooks

Some ipython notebooks implementing AI algorithms

aiif

Jupyter Notebooks and code for the book Artificial Intelligence in Finance (O'Reilly) by Yves Hilpisch.

aim

Aim — a super-easy way to record, search and compare 1000s of ML training runs

algorithms

Minimal examples of data structures and algorithms in Python

allennlp

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

amazon-braket-examples

Example notebooks that show how to apply quantum computing in Amazon Braket.

amazon-sagemaker-examples

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

aml

Notebooks for the Algorthmic Machine Learning class @ Eurecom

anomaly-detection

Anomaly detection algorithm implementation in Python

anomaly-detection-ip-address

Anomaly Detection On IP Address Data - An Example using Gaussian Mixture Modeling (GMM) Clustering

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

apache-beam-batch-processing

Public source code for the Batch Processing with Apache Beam (Python) online course

apache-beam-explained

Source code for the YouTube video, Apache Beam Explained in 12 Minutes

ape-x

This repo replicates the results Horgan et al obtained in "Distributed Prioritized Experience Replay"

apl-study

fast.ai APL study group notes

applied-ml

📚 Papers by organizations sharing their work on applied data science & machine learning.

applied-reinforcement-learning

Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks

apt_cybercriminal_campagin_collections

APT & CyberCriminal Campaign Collection

arbitrary-image-stylization-tfjs

Arbitrary image stylization using TensorFlow.js

arctic-captions

artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

artificial-intelligence-for-trading

Content for Udacity's AI in Trading NanoDegree.

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

astgcn

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019

atari-model-zoo

A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.

atari-reset

Code for the blog post "Learning Montezuma’s Revenge from a Single Demonstration"

athletic_movement_detection

The source codes for the paper, "An unsupervised approach to detecting and isolating athletic movements", EMBC2016

atm

Auto Tune Models - A multi-user, multi-data system for model selection and tuning.

audionotebooks

Collection of notebooks and scripts related to audio processing and machine learning.

augly

A data augmentations library for audio, image, text, and video.