🚀 Quantum Computing Project Suite

A comprehensive collection of 100 quantum computing implementations from beginner to expert level

📋 Table of Contents

• 🌟 Purpose
• 🎯 Learning Path
• 🚀 Project Levels
• 🛠️ Installation
• 💻 Quick Start
• 📁 Project Structure
• 🔬 Features
• 🤝 Contributing
• 📜 License

🌟 Purpose

This repository provides a complete hands-on learning path for quantum computing, featuring 100 progressively challenging projects that take you from quantum basics to expert-level implementations. Perfect for students, researchers, and developers looking to master quantum computing through practical implementation.

🎯 Learning Path

Stage	Level	Focus Area	Skills Developed
🟢 Foundation	Beginner (1-25)	Single Qubit Operations	State manipulation, gates, measurement
🔵 Core	Intermediate (26-50)	Multi-Qubit Systems	Entanglement, algorithms, circuits
🟣 Advanced	Advanced (51-75)	Quantum Algorithms	ML, optimization, error correction
🔴 Expert	Expert (76-100)	Quantum Systems	Hardware, compilation, networks

🚀 Project Levels

🟢 BEGINNER LEVEL (1-25) - Quantum Fundamentals

#	Project	Description	Key Skills
1	Single Qubit State Simulator	Create	0⟩ and
2	Basic Gate Applier	Apply X, H gates	Gate operations
3	Bloch Sphere Calculator	3D qubit visualization	Geometric representation
4	Quantum Measurement Simulator	Simulate quantum collapse	Probability theory
5	Probability Distribution Plotter	Visualize probabilities	Data visualization
6	Superposition Creator	Create equal superpositions	Hadamard gate
7	Quantum Random Bit Generator	True random numbers	Quantum randomness
8	State Vector Normalizer	Maintain proper states	Vector mathematics
9	Basis State Converter	Change between bases	Basis transformations
10	Gate Matrix Maker	Common gate matrices	Linear algebra
11	Quantum Circuit Drawer	Draw circuit diagrams	Circuit visualization
12	Gate Sequence Simulator	Apply multiple gates	Sequential operations
13	Phase Shift Demonstrator	Show phase effects	Phase understanding
14	Quantum State Comparator	Compare two states	State similarity
15	Amplitude Visualizer	Plot real/imaginary parts	Complex numbers
16	State Saver/Loader	Save/load states	Data persistence
17	Basic Entanglement Checker	Check entanglement	Quantum correlation
18	Quantum Truth Table Generator	Gate truth tables	Logical operations
19	Gate Inverse Finder	Find reverse operations	Matrix inverses
20	No-Cloning Demonstrator	Show no-cloning theorem	Quantum principles
21	Expectation Value Calculator	Calculate averages	Quantum measurements
22	Quantum Variance Calculator	Find measurement spread	Statistics
23	State Fidelity Calculator	Measure similarity	State comparison
24	Quantum Purity Checker	Check pure/mixed states	Density matrices
25	Basic Decoherence Simulator	Simulate quantum noise	Real-world effects

🔵 INTERMEDIATE LEVEL (26-50) - Multi-Qubit Systems & Algorithms

#	Project	Description	Key Skills
26	Multi-Qubit State Simulator	Handle 2-5 qubit systems	Multi-qubit states
27	Tensor Product Calculator	Combine states and operators	Tensor products
28	CNOT Gate Implementer	Create controlled-NOT gate	Entanglement gates
29	Bell State Generator	Create all four entangled states	Bell states
30	Entanglement Verification Tool	Prove states are entangled	Entanglement measures
31	Quantum Teleportation Simulator	Send quantum state remotely	Quantum communication
32	Superdense Coding Simulator	Send 2 bits with 1 qubit	Information theory
33	Quantum Swap Test	Compare states	State similarity
34	Deutsch Algorithm	Solve oracle problem	Quantum parallelism
35	Deutsch-Jozsa Algorithm	Extended version for n qubits	Algorithm scaling
36	Bernstein-Vazirani Algorithm	Find hidden string	Oracle problems
37	Quantum Fourier Transform	Quantum version of FFT	Signal processing
38	Quantum Phase Estimation	Estimate phase of unitary	Phase estimation
39	Simple Grover's Search	Search unstructured database	Quantum search
40	Quantum Oracle Builder	Create marking functions	Oracle design
41	Quantum Arithmetic Unit	Do math with quantum circuits	Quantum arithmetic
42	Quantum Comparator	Compare two numbers	Quantum logic
43	Quantum Memory Simulator	Store classical data	Quantum memory
44	State Preparation Tool	Create arbitrary states	State synthesis
45	Quantum Circuit Optimizer	Simplify circuits	Circuit optimization
46	Gate Decomposition Tool	Break complex gates	Gate decomposition
47	Circuit Equivalence Checker	Verify circuit equivalence	Circuit verification
48	Quantum Assembly Interpreter	Run quantum assembly code	Quantum programming
49	Resource Estimator	Count qubits and gates	Resource analysis
50	Algorithm Benchmarker	Compare algorithm performance	Performance analysis

🟣 ADVANCED LEVEL (51-75) - Quantum Algorithms & Applications

#	Project	Description	Key Skills
51	Simon's Algorithm	Find hidden period	Period finding
52	Quantum Counting	Count solutions	Solution counting
53	Quantum Minimum Finder	Find minimum value	Optimization
54	Quantum Classifier	Basic quantum machine learning	Quantum ML
55	Quantum Neural Network	Implement simple QNN	Quantum neural networks
56	Variational Quantum Eigensolver	Find molecular ground states	Quantum chemistry
57	Quantum Approximate Optimization	Solve optimization problems	QAOA
58	Quantum Support Vector Machine	Quantum version of SVM	Classification
59	Quantum Principal Component Analysis	Dimensionality reduction	Quantum PCA
60	Quantum Generative Model	Generate data using quantum circuits	Generative models
61	Quantum Autoencoder	Compress quantum information	Compression
62	Quantum Boltzmann Machine	Quantum version of Boltzmann machine	Sampling
63	Quantum Reinforcement Learning	Q-learning with quantum enhancements	Reinforcement learning
64	Quantum Natural Gradient	Better optimization	Optimization methods
65	Quantum Feature Map Designer	Create custom feature maps	Feature engineering
66	Quantum Kernel Estimator	Estimate quantum kernel functions	Kernel methods
67	Quantum Model Trainer	Train variational quantum circuits	Model training
68	Quantum Gradient Calculator	Compute gradients	Gradient computation
69	Quantum Circuit Learning	Full circuit learning framework	End-to-end learning
70	Quantum Data Loader	Encode classical data	Data encoding
71	Quantum Image Processor	Basic quantum image representation	Image processing
72	Quantum Signal Processor	Process signals using quantum methods	Signal processing
73	Quantum Game Theory	Implement quantum game scenarios	Game theory
74	Quantum Cryptography Simulator	Simulate BB84 protocol	Cryptography
75	Quantum Error Correction Code	Implement basic error correction	Error correction

🔴 EXPERT LEVEL (76-100) - Quantum Hardware & Systems

#	Project	Description	Key Skills
76	Surface Code Simulator	Simulate topological quantum code	Topological codes
77	Quantum Compiler	Compile high-level operations	Compilation
78	Quantum Transpiler	Adapt circuits for hardware	Hardware adaptation
79	Noise Model Simulator	Simulate various noise types	Noise simulation
80	Error Mitigation Techniques	Reduce errors without correction	Error mitigation
81	Zero-Noise Extrapolation	Extrapolate to zero noise	Extrapolation methods
82	Probabilistic Error Cancellation	Cancel errors using probability	Error cancellation
83	Quantum Volume Calculator	Calculate quantum volume	Benchmarking
84	Cross-Entropy Benchmarking	Benchmark quantum processors	Hardware benchmarking
85	Randomized Benchmarking	Characterize gate errors	Gate characterization
86	Quantum Control Pulse Simulator	Simulate physical control pulses	Control systems
87	Quantum Optimal Control	Optimize control pulses	Optimal control
88	Quantum Circuit Synthesis	Synthesize circuits from unitaries	Circuit synthesis
89	Quantum Architecture Search	Search for optimal circuit designs	Architecture search
90	Quantum Memory Manager	Manage quantum memory resources	Memory management
91	Distributed Quantum Computing	Simulate multiple quantum processors	Distributed systems
92	Quantum Network Simulator	Simulate quantum internet	Networking
93	Quantum Internet Protocols	Implement network protocols	Protocol design
94	Quantum Serverless Framework	Simulate quantum cloud computing	Cloud computing
95	Quantum Operating System	Basic quantum OS concepts	Operating systems
96	Quantum Programming Language	Design simple quantum language	Language design
97	Quantum Verification Tools	Verify quantum program correctness	Verification
98	Quantum Security Analyzer	Analyze cryptographic security	Security analysis
99	Quantum Advantage Demonstrator	Show quantum advantage cases	Quantum advantage
100	Full Quantum Stack Simulator	Complete quantum computing simulation	Full-stack development

🛠️ Installation

Prerequisites

• Python 3.8 or higher
• Basic understanding of linear algebra and quantum mechanics

Quick Setup

# Clone the repository
git clone https://github.com/dronabopche/100-Quantum-Project.git
cd 100-Quantum-Project

# Create virtual environment
python -m venv quantum_env
source quantum_env/bin/activate  # Linux/Mac
# OR
quantum_env\Scripts\activate    # Windows

# Install dependencies
pip install -r requirements.txt

Required Packages

pip install numpy matplotlib scipy jupyter

💻 Quick Start

Example 1: Basic Qubit Operations

from beginner.single_qubit import Qubit

# Create and manipulate a qubit
qubit = Qubit()
print(f"Initial state: {qubit.state}")

# Apply Hadamard gate to create superposition
qubit.h_gate()
print(f"After H gate: {qubit.state}")

# Measure the qubit
result = qubit.measure()
print(f"Measurement result: {result}")

Example 2: Quantum Circuit

from intermediate.quantum_circuit import QuantumCircuit

# Create a 2-qubit circuit
qc = QuantumCircuit(2)

# Apply gates
qc.h(0)          # Hadamard on qubit 0
qc.cx(0, 1)      # CNOT between qubit 0 and 1

# Simulate and get results
state = qc.simulate()
print(f"Final state: {state}")

Example 3: Quantum Algorithm

from advanced.grover_search import Grover

# Search for element '11' in 2-qubit space
grover = Grover(2, target='11')
result = grover.search()

print(f"Found solution with probability: {result['probability']}")

📁 Project Structure

quantum-computing-suite/
│
├── beginner/                   # Levels 1-25
│   ├── single_qubit/          # Single qubit operations
│   ├── basic_gates/           # Quantum gates
│   ├── visualization/         # State visualization
│   └── measurement/           # Measurement simulations
│
├── intermediate/              # Levels 26-50
│   ├── multi_qubit/          # Multi-qubit systems
│   ├── entanglement/         # Entanglement operations
│   ├── algorithms/           # Basic algorithms
│   └── circuits/             # Circuit design
│
├── advanced/                  # Levels 51-75
│   ├── quantum_ml/           # Quantum machine learning
│   ├── optimization/         # Optimization algorithms
│   ├── error_correction/     # Error correction
│   └── applications/         # Real-world applications
│
├── expert/                    # Levels 76-100
│   ├── hardware/             # Hardware simulation
│   ├── compilation/          # Compiler and transpiler
│   ├── networks/             # Quantum networks
│   └── systems/              # Quantum systems
│
├── examples/                  # Usage examples
├── tests/                     # Test suites
├── docs/                      # Documentation
└── utils/                     # Common utilities
    ├── quantum_math.py       # Math utilities
    ├── visualization.py      # Plotting functions
    └── helpers.py            Helper functions

🔬 Features

🎨 Visualization

• Bloch Sphere: 3D qubit state visualization
• Circuit Diagrams: Text-based and graphical circuit representation
• Probability Plots: Bar charts and histograms for measurement outcomes
• State Evolution: Animated state transformations

⚡ Simulation

• Perfect Simulation: Noiseless quantum computation
• Noise Models: Depolarizing, amplitude damping, phase damping
• Error Correction: Various quantum error correction codes
• Hardware Simulation: Specific quantum processor models

📊 Analysis

• Algorithm Benchmarking: Performance comparison
• Resource Estimation: Qubit and gate counts
• Fidelity Calculation: State and process fidelity
• Complexity Analysis: Time and space requirements

🔧 Development

• Modular Design: Easy to extend and modify
• Comprehensive Testing: Unit tests for all components
• Documentation: Detailed explanations and examples
• API Reference: Clean, well-documented code

🤝 Contributing

We welcome contributions from the quantum computing community! Here's how you can help:

Ways to Contribute

1. Implement New Projects: Add missing quantum algorithms
2. Improve Documentation: Enhance explanations and examples
3. Optimize Code: Improve performance and efficiency
4. Add Tests: Expand test coverage
5. Fix Bugs: Identify and resolve issues

Contribution Process

1. Fork the repository
2. Create a feature branch (git checkout -b feature/amazing-feature)
3. Commit your changes (git commit -m 'Add amazing feature')
4. Push to the branch (git push origin feature/amazing-feature)
5. Open a Pull Request

Coding Standards

• Follow PEP 8 style guide
• Include docstrings for all functions
• Write unit tests for new features
• Update documentation accordingly

📜 License

This project is licensed under the North Eastern Hill University License - see the LICENSE file for details.

🌟 Show Your Support

If you find this project helpful, please give it a ⭐️ on GitHub!

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Happy Quantum Coding! 🎉

"If you think you understand quantum mechanics, you don't understand quantum mechanics." - Richard Feynman

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