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acl2018-semantic-parsing-tutorial

Materials from the ACL 2018 tutorial on neural semantic parsing

ai-blocks

A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models!

algorithm-visualizer

:fireworks:Interactive Online Platform that Visualizes Algorithms from Code

algorithms

:bulb: Minimal examples of data structures and algorithms in Python

allennlp

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

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

artificial-intelligence-terminology

The English-Chinese paired terminologies in Artificial Intelligence Domain

atm

Auto Tune Models - A multi-tenant, multi-data system for automated machine learning (model selection and tuning).

auto-sklearn

autograd

Efficiently computes derivatives of numpy code.

autokeras

accessible AutoML for deep learning.

automl_comparison

Comparison of automatic machine learning libraries

automl_survey

automlbenchmark

awesome-automl-and-lightweight-models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-bert

bert nlp papers, applications and github resources ， BERT 相关论文和 github 项目

awesome-deep-learning-papers

The most cited deep learning papers

awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

awesome-feature-engineering

A curated list of resources dedicated to Feature Engineering Techniques for Machine Learning

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-machine-learning-in-chinese

Awesome machine learning in Chinese

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-sentence-embedding

A curated list of pretrained sentence(and word) embedding models

awesome-spark

A curated list of awesome Apache Spark packages and resources.

ax

Adaptive Experimentation Platform

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bert

TensorFlow code and pre-trained models for BERT

bert-pytorch

Google AI 2018 BERT pytorch implementation