Huadong Liu's repositories
deeplearning.ai
deeplearning.ai , By Andrew Ng, All slide and notebook + data (without solution) and video link
AutoGPT
An experimental open-source attempt to make GPT-4 fully autonomous.
awesome-deep-learning-papers
The most cited deep learning papers
Java_projects
Java练习
competitive-data-science
Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
EffectiveTensorflow
TensorFlow tutorials and best practices.
interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
LibFM_in_Keras
This notebook shows how to implement LibFM in Keras and how it was used in the Talking Data competition on Kaggle.
pandas-cookbook
Recipes for using Python's pandas library
pandas_exercises
Practice your pandas skills!
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
sklearn_tutorial
Materials for my scikit-learn tutorial
sofasofa_projects
project from sofasofa.io
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos