Repository Index

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

• cpp
• algorithm
• algorithms-implemented
• data-structures

Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics

• procedural-generation
• machine-learning
• gamedev
• algorithm

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

• python
• jupyter
• jupyter-notebook
• machine-learning

:gem: A curated list of awesome Competitive Programming, Algorithm and Data Structure resources

• quora
• learning-materials
• contest
• practice

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

• machine-learning
• deep-learning
• data-analysis
• data-mining

A research toolkit for particle swarm optimization in Python

• particle-swarm-optimization
• optimization-tools
• pso
• global-optimization

Header-Only C++ Library for Graph Representation and Algorithms

• search-algorithm
• dijkstra-algorithm
• graph
• graph-algorithms

🎯 A comprehensive gradient-free optimization framework written in Python

• metaheuristics
• optimization
• optimization-algorithms
• python

A fast xgboost feature selection algorithm

• machine-learning
• machine-learning-algorithms
• feature-selection
• xgboost-algorithm

Trading environnement for RL agents, backtesting and training.

• trading
• backtesting
• reinforcement-learning-agent
• reinforcement-learning

k-modes and k-prototypes clustering algorithms implementation in Go

• golang
• go
• machine-learning
• cluster