GuoQiang_Fu's repositories
awesome-chatgpt-prompts-zh
ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
Blog
Python机器学习算法技术博客，有原创干货！有code实践！ 【更多内容敬请关注公众号 "算法进阶"】
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
deep-symbolic-optimization
Source code for deep symbolic optimization.
EvolutionaryForest
An open source python library for automated feature engineering based on Genetic Programming
flow-forecast-DeepLearning
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
gpt_academic
为ChatGPT/GLM提供图形交互界面，特别优化论文阅读润色体验，模块化设计支持自定义快捷按钮&函数插件，支持代码块表格显示，Tex公式双显示，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持清华chatglm等本地模型。兼容复旦MOSS, llama, rwkv, 盘古, newbing, claude等
guoqiang-fu.github.io
Guoqiang_Fu
interpretable-ml-book
Book about interpretable machine learning
machine-learning-notes
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
mealpy
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
numpy-ml
Machine learning, in numpy
Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
PlatEMO
Evolutionary multi-objective optimization platform
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
PS-Tree
An open source python library for non-linear piecewise symbolic regression based on Genetic Programming
pyansys
Containing metapackage for the PyAnsys project
pyfluent
Pythonic interface to Ansys Fluent
pyfluent-parametric
Pythonic interface to Ansys Fluent parametric
pymapdl
Pythonic interface to MAPDL
pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
PySR
High-Performance Symbolic Regression in Python and Julia
srbench
A living benchmark framework for symbolic regression
stable-baselines3-contrib
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
Time-Series-Library
A Library for Advanced Deep Time Series Models.
VisualDL
Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具 ）
WE-UQ
Computational Wind Engineering Application