yuwei-z Goto Github PK

ai-edu

AI education materials for Chinese students, teachers and IT professionals.

ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

awslambda

AWS Lambda

capstone_attempts

cs-5228

cs-6375-machine-learning

All Homeworks/Assignments/Projects for the Coursework

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

d3rlpy

An offline deep reinforcement learning library

deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings

developer-roadmap

Roadmap to becoming a web developer in 2020

django_app

effective-technical-discussions

This is a sample repo for effective technical discussion

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

flask-aws

head-first-java

Code for Head First Java

ids705

Principles of Machine Learning (IDS705, Spring 2021). Masters of Interdisciplinary Data Science. Duke University

image-caption

project for machine learning

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！

multicloud-devops-lifecycle

AWS+Google+Azure

multicloud-lab

AWS+Google+Azure

opennmt-py

Open Source Neural Machine Translation in PyTorch

project2_int_to_eng

an application converting integers to English and its docker image

project3_emr_spark

Using spark to count words and deploy on EMR with data in S3

resume

rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

txt_class_search

探究记录各种文本分类在公开预料集上的结果

yuwei-z.github.io