He Yang's repositories
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Beyond-LeetCode-SQL
Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.
ddia-references
Literature references for “Designing Data-Intensive Applications”
Doctor-Friende
Rasa-Doctor-Friende.A chinese medical chatbot based on Neo4j knowledge graph and Rasa.
elliot
Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
ggml
Tensor library for machine learning
InstantMesh
InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models
label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
learning-1
Learning Shell，Python，Golang，System，Network
llama.cpp
Port of Facebook's LLaMA model in C/C++
public_data_set
for public csv dataset
PyCG
Static Python call graph generator
PythonRobotics
Python sample codes for robotics algorithms.
react-flow
Highly customizable library for building an interactive node-based UI, workflow editor, flow chart or static diagram
Sourcetrail
Sourcetrail - free and open-source interactive source explorer
SparkInternals
Notes talking about the design and implementation of Apache Spark
statsmodels
Statsmodels: statistical modeling and econometrics in Python
StrokeStrip
Joint parameterization and fitting of stroke clusters