Repository Index

All Algorithms implemented in Python

• python
• algorithm
• algorithms-implemented
• algorithm-competitions

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

• batch-processing
• kafka
• pathway
• python

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

• python
• algorithm
• data-structure
• development

Python sample codes and textbook for robotics algorithms.

• python
• robotics
• algorithm
• path-planning

Minimal examples of data structures and algorithms in Python

• algorithm
• python
• competitive-programming
• data-structure

Turns Data and AI algorithms into production-ready web applications in no time.

• automation
• data-engineering
• data-ops
• data-visualization

Network Analysis in Python

• python
• complex-networks
• graph-theory
• graph-algorithms

SciPy library main repository

• python
• scipy
• algorithms
• closember

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

• reinforcement-learning
• reinforcement-learning-algorithms
• machine-learning
• gym

Minimal and clean examples of machine learning algorithms implementations

• machine-learning
• deep-learning
• neural-networks
• machine-learning-algorithms

Open Machine Learning Course

• machine-learning
• data-analysis
• data-science
• pandas

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

• wandb
• reinforcement-learning
• pytorch
• python

Python framework for creating, editing, and running Noisy Intermediate-Scale Quantum (NISQ) circuits.

• nisq
• quantum-algorithms
• quantum-computing
• cirq

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

• reinforcement-learning
• multiagent-reinforcement-learning
• self-play
• imitation-learning

📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

• distance
• algorithm
• python
• textdistance

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

• quantum
• machine-learning
• deep-learning
• neural-network

The machine learning toolkit for time series analysis in Python

• time-series
• timeseries
• time-series-analysis
• time-series-clustering

StellarGraph - Machine Learning on Graphs

• graphs
• machine-learning
• machine-learning-algorithms
• graph-convolutional-networks

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

• ai
• fairness-ai
• fairness
• fairness-testing

A modular active learning framework for Python

• scikit-learn
• machine-learning
• python
• active-learning

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

• python
• genetic-algorithm
• optimization
• numpy

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

• visualization
• python3
• python
• xgboost

Python interface for igraph

• complex-networks
• graph-algorithms
• graph-theory
• mathematics

Metric learning algorithms in Python

• python
• metric-learning
• scikit-learn
• machine-learning