kevin lee's repositories
data2value
focus on design & architecture[question & function] in large scale data mining
AdversarialNetsPapers
The classical papers and codes about generative adversarial nets
App-DL
Deep Learning and applications in Startups, CV, NLP
Applied-Deep-Learning-with-TensorFlow
Learn distributed deep learning techniques with TensorFlow 1.8+
CheatSheets
Repository of various cheat sheets found in the Internet
Data-Science--Cheat-Sheet
Cheat Sheets
data_to_viz
Leading to the dataviz you need
DataScience
Data Science Projects
DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
Deep-learning-books
Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。
deeplearning-models
A collection of various deep learning architectures, models, and tips
delta
An open-source storage layer that brings scalable, ACID transactions to Apache Spark™ and big data workloads.
facebook-hive-udfs
Facebook's Hive UDFs
flint
A Time Series Library for Apache Spark
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
incubator-iceberg
Apache Iceberg (Incubating)
javacpp
The missing bridge between Java and native C++
machine-learning-systems-design
A booklet on machine learning systems design with exercises
madewithml
Learn how to responsibly deliver value with applied ML.
opencv
Open Source Computer Vision Library
SoftwareArchitect
Become a Better Software Architect
spark-iforest
Isolation Forest on Spark
spark-ml-source-analysis
spark ml 算法原理剖析以及具体的源码实现分析
streamingpro
Unify Big Data and Machine Learning.
tech2value
how to predict value(salary) from tech ability in depth and breadth
tensorflow
Computation using data flow graphs for scalable machine learning
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow