Bingnan Wang's starred repositories
word2vec
This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently used in many natural language processing applications and for further research.
paper-reading
深度学习经典、新论文逐段精读
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dlaicourse
Notebooks for learning deep learning
fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
tensorflow
An Open Source Machine Learning Framework for Everyone
weekly.manong.io
码农周刊 - 每周五发送，欢迎订阅！欢迎加入读者圈子，一起交流！
awesome-architecture
架构师技术图谱，助你早日成为架构师
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
fm_tensorflow
Factorization Machines implementation with Tensorflow
spark-scala-tutorial
A free tutorial for Apache Spark.
SparkInternals
Notes talking about the design and implementation of Apache Spark
pumpkin-book
《机器学习》（西瓜书）公式详解
Deep-Learning-Coursera
Deep Learning Specialization by Andrew Ng, deeplearning.ai.
xgboost_code_analysis
xgboost 源码分析
Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Distributed-TensorFlow-Guide
Distributed TensorFlow basics and examples of training algorithms
bigdata-ecosystem
BigData Ecosystem Dataset
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
lihang_book_algorithm
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
MachineLearning_ResourcesCompilation
Compilation of resources found around the web connected with Machine Learning, Deep Learning & Data Science in general.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
data-science-blogs
A curated list of data science blogs