1. Project Joined

• Human Activity Recognition
• Meter Reading Recognition
• Single Shot MultiBox Detector
• Machine Learning Workflow

2. Competitions

• Competitions Workflow
• DataFoundation
  • 消费者人群画像—信用智能评分
• BienData
  • 2019 搜狐校园算法大赛
• Kaggle
  • Titanic: Machine Learning from Disaster
  • LightGBM Examples

3. Open Projects

I have been collecting some excellent open sources when I study some stuff, so I am gonna classify these projects and make a good list for everyone to view. Thank all these generous people. Standing on the shoulder of the giants, we can see farther.

3.1 Machine Learning Algorithms Implementation

• 实现算法
  • Machine Learning From Scratch 基础。
  • MLAlgorithms 升级版。
• 详细可查
  • handson-ml
  • 100days
• Minimal and clean examples of machine learning algorithms implementations
• Machine Learning Course with Python
• DeepLearning_tutorials
• deeplearning-models
• Most Algorithms

3.2 Codes for Book

• PRML algorithms implemented in Python
• Codes for Statistical Learning Method
• TensorFlow-Book
• machinelearninginaction

3.3 Projects for Language Learning

• TensorFlow Tutorial and Examples for Beginners with Latest APIs
• TensorFlow-Tutorials
• MLBox
• awesome-scala

3.4 Coding

• awesome-algorithm

3.5 Applications For Real World

• awesome-datascience
• practical-machine-learning-with-python
• machine-learning-project-walkthrough
• MapReduce Demo

4. Other

• English-level-up-tips-for-Chinese

References

1. Will Koehrsen