kenhehuang

100-Days-Of-ML-Code

100 Days of ML Coding

Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

aws-ai-qna-bot

Code samples related to "Creating a Question and Answer Bot with Amazon Lex and Amazon Alexa", published on the AWS AI Blog. QnABot (pronounced “Q and A Bot”), uses Amazon Lex and Amazon Alexa to provide a conversational interface to your “Questions and Answers”, so users can just ask their questions and get quick and relevant answers.

aws-ml-data-lake-workshop

As customers move from building data lakes and analytics on AWS to building machine learning solutions, one of their biggest challenges is getting visibility into their data for feature engineering and data format conversions for using AWS SageMaker. In this workshop, we demonstrate best practices and build data pipelines for training data using Amazon Kinesis Data Firehose, AWS Glue, and Amazon SageMaker, and then we use Amazon SageMaker for inference.

aws-nlp-workshop

Natural Language Processing on AWS Workshop

bert

TensorFlow code and pre-trained models for BERT

deep_learning_cookbook

Deep Learning Cookbox

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

DeepRL-Tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

face-api.js

JavaScript API for face detection and face recognition in the browser with tensorflow.js

face_recognition

The world's simplest facial recognition api for Python and the command line

fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

fastText

Library for fast text representation and classification.

Machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

media-library

Build searchable media library and moderate content.

mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

neptune-workshop-ui

nlp_course

YSDA course in Natural Language Processing

non-profit-blockchain

Builds a blockchain network and application to track donations to non-profit organizations, using the Amazon Managed Blockchain

pytorch-pretrained-BERT

PyTorch version of Google AI's BERT model with script to load Google's pre-trained models

skill-sample-nodejs-buttons-trivia

This is a sample trivia skill that will allow developers to get a head start on their trivia games using Echo Buttons. It allows for roll-call of the players, asking trivia questions, and determining whether the voice inputs matched the answers.

sonnet

TensorFlow-based neural network library

spinningup

An educational resource to help anyone learn deep reinforcement learning.

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

style2paints

sketch + style = paints :art:

TensorFlow-cn

简单粗暴TensorFlow | A Concise Handbook of TensorFlow

TensorFlow-Course

Simple and ready-to-use tutorials for TensorFlow

uis-rnn

This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.