Index

A

• accuracy
  • about / Conditioning, stability, and accuracy
• activities / The one Laptop per Child project used Python for their user interface
• Advanced Aircraft Design Lab / An aircraft conceptual designing tool and API in Python
• advanced modules/packages, SciPy
  • optimization (scipy.optimize) / Optimization (scipy.optimize)
  • curve fitting / Curve fitting
  • File I/O (scipy.io) / File I/O (scipy.io)
• Affymetrix data format / Scientific data format
• American Standard Code for Information Interchange (ASCII) / Unstructured files
• APIs
  • defining / APIs and toolkits for data analysis and visualization
• architecture, of matplotlib
  • about / The architecture of matplotlib
  • scripting layer (pyplot) / The scripting layer (pyplot)
  • artist layer / The artist layer
  • backend layer / The backend layer
• array
  • attributes / The attributes of an array
  • basic operations / Basic operations on arrays
  • special operations / Special operations on arrays (shape change and conversion)
• array indexing
  • about / Basic operations on arrays
• array slicing
  • about / Basic operations on arrays
• AstraZeneca / Python for computational chemistry applications

B

• backward error analysis
  • about / Backward and forward error analysis
• Band Interleaved by Line (BIL) / Scientific data format
• Band Interleaved by Pixel (BIP) / Scientific data format
• bar charts
  • about / The plotting library
• basic arithmetic
  • about / Symbols, expressions, and basic arithmetic
• basic operations, on arrays
  • about / Basic operations on arrays
• Benevolent Dictator For Life (BDFL)
  • about / The guiding principles of the Python language
• best practices, data management and application deployment
  • data replication / The best practices for data management and application deployment
  • testing, on real and synthetic data / The best practices for data management and application deployment
• best practices, high performance achievement
  • future scalability requirements, considering / The best practices to achieving high performance
  • hardware and software selection / The best practices to achieving high performance
  • API selection / The best practices to achieving high performance
  • appropriate performance benchmarks, using / The best practices to achieving high performance
• best practices, privacy and security
  • data privacy / The best practices for data privacy and security
  • security consideration, for web applications / services / The best practices for data privacy and security
• best practices, Python
  • PEP 0008 style guide, for code / General Python best practices
  • naming convention / General Python best practices
  • uniform coding style / General Python best practices
• best practices, testing and maintenance activity
  • unit testing / Testing and maintenance best practices
  • different testing teams / Testing and maintenance best practices
  • working groups, for support / Testing and maintenance best practices
  • multiple working groups / Testing and maintenance best practices
  • mailing lists, for user help and support / Testing and maintenance best practices
• BioSemi data format / Scientific data format
• Blind Audio Tactile Mapping System (BATS) / Python for developing a Blind Audio Tactile Mapping System
• bookkeeping functions / Bookkeeping functions
• boundary value problem, differential equations / The boundary value problem
• Broyden-Fletcher-Goldfarb-Shanno (BFGS) / Optimization (scipy.optimize)

C

• Calculus
  • about / Calculus
• Carmanah / Energy-efficient lights with an embedded system
• chart plotting library, Python
  • about / The plotting library
• classes, associated with arrays
  • about / Classes associated with arrays
  • matrix sub class / The matrix sub class
  • masked array / Masked array
  • structured/recor array / The structured/recor array
• clustering analysis
  • about / Clustering package and spatial algorithms in SciPy
• Comma-separated Values (CSV)
  • about / Structured files
• comma-separated values (CSV) / I/O operations
• Common Data Format (CDF) / Scientific data format
• compact disks (CDs) / A brief note about large-scale datasets
• complex numbers
  • about / Trigonometry and complex numbers
• computational chemistry applications / Python for computational chemistry applications
• Computer Algebra System (CAS)
  • about / Computer Algebra System
• computer arithmetic
  • about / Computer arithmetic and floating-point numbers
• conditioning
  • about / Conditioning, stability, and accuracy
• cryptography module
  • about / The cryptography module
• CSV files
  • working on / Working on CSV files
• curve fitting / Curve fitting

D

• data
  • about / The basic concepts of data
  • scientific example / The basic concepts of data
• database
  • about / Database
• database administration / Possible operations on data
• data enrichment / Possible operations on data
• data farming
  • about / Possible operations on data
• DataFrame, pandas library / DataFrame
• data generation
  • about / Data generation
• data governance / Possible operations on data
• data integration / Possible operations on data
• data integrity / Possible operations on data
• data management
  • about / Possible operations on data
• data management, operations
  • data goverance / Possible operations on data
  • data architecture, analysis, and design / Possible operations on data
  • database administration / Possible operations on data
  • data security management / Possible operations on data
  • data quality management / Possible operations on data
  • data integrity / Possible operations on data
  • data enrichment / Possible operations on data
  • data integration / Possible operations on data
  • data warehouse management / Possible operations on data
  • metadata management / Possible operations on data
• data management and application deployment
  • best practices / The best practices for data management and application deployment
• data quality management / Possible operations on data
• data security management / Possible operations on data
• data storage software
  • about / Data storage software and toolkits
• data storage toolkits
  • about / Data storage software and toolkits
• data structures, pandas
  • Series / Important data structures of pandas
  • DataFrame / Important data structures of pandas
  • Panel / Important data structures of pandas
• data warehouse management / Possible operations on data
• DICOM / Scientific data format
• differential equations
  • about / Differential equations
  • initial value problem / The initial value problem
  • boundary value problem / The boundary value problem
• dsolve method / Calculus

E

• energy-efficient lights
  • with embedded system / Energy-efficient lights with an embedded system
• equation solving
  • about / Equation solving
• error analysis
  • about / Error analysis
• European data format / Scientific data format
• exemplary programs
  • about / Simple exemplary programs
  • symbol manipulation / Basic symbol manipulation
  • simplification, of expression / Simplification of an expression or formula
  • simplification, of formula / Simplification of an expression or formula
  • simple integrations / Simple integrations
• Experiments for Young Engineers and Scientists (ExpEYES) / ExpEYES – eyes for science
• ExpEYES Junior / ExpEYES – eyes for science
• exponentials
  • functions / Functions for rational numbers, exponentials, and logarithms
• expressions
  • about / Symbols, expressions, and basic arithmetic
• extraction, translation, and loading (ETL) / Possible operations on data
• extrapolation
  • about / Extrapolation
  • methods / Extrapolation

F

• Federal reserve economic data (FRED) / Ready-to-eat datasets
• File I/O (scipy.io) / File I/O (scipy.io)
• files
  • about / Files
  • structured files / Structured files
  • unstructured files / Unstructured files
• financial charts
  • about / The plotting library
• FITS astronomical data / Scientific data format
• five-digit random numbers
  • generating, logic / A program with simple logic to generate five-digit random numbers
• Flexible Image Transport System (FITS)
  • about / Scientific data format
• floating-point numbers
  • about / Computer arithmetic and floating-point numbers
• ForecastWatch
  • about / A weather prediction application in Python
  • components / A weather prediction application in Python
• forward error
  • about / Backward and forward error analysis
• forward error analysis
  • about / Backward and forward error analysis
• Frequentis
  • about / TAPTools for air traffic control
• functions, for exponentials
  • about / Functions for rational numbers, exponentials, and logarithms
• functions, for integer random number generation / Functions for integer random number generation
• functions, for logarithms
  • about / Functions for rational numbers, exponentials, and logarithms
• functions, for rational numbers
  • about / Functions for rational numbers, exponentials, and logarithms
• functions, for sequences / Functions for sequences

G

• GEM Foundation
  • working areas / OpenQuake Engine
• general-purpose CAS
  • features / Features of a general-purpose CAS
• geometry module
  • about / The geometry module
  • submodules / The geometry module
• German Aerospace Centre / An aircraft conceptual designing tool and API in Python
• Goddard Space Flight Center (GSFC) / Scientific data format
• graphics, with matplotlib
  • about / Graphics with matplotlib
  • output generation / Output generation
• greatest common divisor (GCD)
  • about / Polynomials
• GRIB scientific data format / Scientific data format

H

• Hadoop-based MapReduce, in Python / Hadoop-based MapReduce in Python
• Hadoop Distributed File System (HDFS) / Hadoop-based MapReduce in Python
• hierarchical clustering
  • about / Clustering
• Hierarchical Data Format (HDF)
  • about / Scientific data format
• high-energy physics
  • about / High-energy Physics
• High-energy Physics (HEP) / Automated code generator for analysis of High-energy Physics data
• high performance achievement
  • best practices / The best practices to achieving high performance
• Hydrogen wave functions
  • about / Hydrogen wave functions

I

• I/O operations
  • about / I/O operations
• information
  • about / The basic concepts of data
  • scientific example / The basic concepts of data
• initial value problem, differential equations / The initial value problem
• input
  • parsing / Parsing input
• Institute of Electrical and Electronics Engineers (IEEE)
  • about / Computer arithmetic and floating-point numbers
• integrated development environment (IDE) / The downsides of Python
• integration module
  • reference link / Numerical integration
• interactive computing, Python
  • IPython, using for / Interactive computing in Python using IPython
• interpolation
  • about / Interpolation
  • methods / Extrapolation
• Inter University Accelerator Centre (IUAC) / ExpEYES – eyes for science
• IPython
  • used, for interactive computing in Python / Interactive computing in Python using IPython
  • URL / Sample data analysis and visualization programs
  • about / IPython
• IPython console and system shell
  • about / The IPython console and system shell
  • operating system interface / The operating system interface
  • nonblocking plotting / Nonblocking plotting
  • debugging support / Debugging
• IPython Notebook
  • about / IPython Notebook

J

• Jython / TAPTools for air traffic control

L

• large-scale datasets
  • about / A brief note about large-scale datasets
• Large Hadron Collider (LHC) / Automated code generator for analysis of High-energy Physics data
• LaTeX Printer
  • about / LaTeX Printing
• least common multiplier (LCM)
  • about / Polynomials
• Lena
  • about / Image processing using SciPy
• linear algebra
  • about / Linear algebra
• logarithms
  • functions / Functions for rational numbers, exponentials, and logarithms
• logic module
  • about / The logic module
• log plots
  • about / The plotting library

M

• masked array
  • about / Masked array
• Massachusetts Institute of Technology (MIT) / The one Laptop per Child project used Python for their user interface
• mathematical components, of scientific computations
  • about / Mathematical components of scientific computations
  • system of linear equations / A system of linear equations
  • system of nonlinear equations / A system of nonlinear equations
  • optimization / Optimization
  • interpolation / Interpolation
  • extrapolation / Extrapolation
  • numerical integration / Numerical integration
  • numerical differentiation / Numerical differentiation
  • differential equations / Differential equations
  • random number generator / Random number generator
• matplotlib
  • about / The plotting library, Data visualization using matplotlib, Matplotlib
  • used, for data visualization / Data visualization using matplotlib
  • architecture / The architecture of matplotlib
• matrices
  • about / Matrices and Pauli algebra
• matrix sub class
  • about / The matrix sub class
• mechanics
  • about / Mechanics
• metadata / Possible operations on data
• metadata management / Possible operations on data
• methods, SciPy
  • reference link / Differential equations
• Molecular Modeling Toolkit (MMTK) / Molecular Modeling Toolkit
• mplot3d
  • about / The plotting library
• multiprocessing, Python / Multiprocessing in Python
• multithreading, Python / Multithreading in Python
• MySQLdb / A weather prediction application in Python

N

• National Climatic Data Centre / A weather prediction application in Python
• National Weather Service / A weather prediction application in Python
• ndarray
  • about / The NumPy fundamental objects
• ndarray object
  • about / The ndarray object
• NDK seismographic data format / Scientific data format
• Network Common Data Form (netCDF)
  • about / Scientific data format
  • reference link / Scientific data format
• nondeterministic random number generator
  • about / Nondeterministic random number generator
• numerical differentiation
  • about / Numerical differentiation
  • methods / Numerical differentiation
• numerical integration
  • about / Numerical integration
• numerical scientific computing, in Python
  • defining / Numerical scientific computing in Python
  • NumPy package / The NumPy package
  • SciPy package / The SciPy package
  • sample SciPy programs / Sample SciPy programs
• NumPy fundamental objects
  • about / The NumPy fundamental objects
  • ndarray object / The ndarray object
  • universal function (unfunc) / The universal function object
  • mathematical modules / The NumPy mathematical modules
• NumPy mathematical modules
  • about / The NumPy mathematical modules
  • numpy.linalg / The NumPy mathematical modules
  • numpy.fft / The NumPy mathematical modules
  • numpy.matlib / The NumPy mathematical modules
  • numpy.random / The NumPy mathematical modules
• NumPy package
  • about / The NumPy package
  • ndarrays data structure / The ndarrays data structure
  • file handling / File handling
  • sample NumPy programs / Some sample NumPy programs

O

• one-dimensional equations
  • methods / A system of nonlinear equations
• One Laptop per Child (OLPC) project / The one Laptop per Child project used Python for their user interface
• OpenQuake Engine
  • about / OpenQuake Engine
  • scenario risk calculator / OpenQuake Engine
  • scenario damage assessment calculator / OpenQuake Engine
  • probabilistic event-based risk calculator / OpenQuake Engine
  • classical PSHA-based risk calculator / OpenQuake Engine
  • benefit-cost ratio calculator / OpenQuake Engine
• Open Science Data Cloud (OSDC)
  • about / Ready-to-use standard datasets
  • reference link / Ready-to-use standard datasets
• operations, on data
  • about / Possible operations on data
  • data farming / Possible operations on data
  • data management / Possible operations on data
  • data, importing / Possible operations on data
  • data, exporting / Possible operations on data
  • scientific data archiving / Possible operations on data
• optimization
  • about / Optimization
  • reference link / Optimization
• optimization (scipy.optimize) / Optimization (scipy.optimize)
• ordinary differential equations (ODE)
  • about / Differential equations
  • methods, for solving / Differential equations

P

• pandas
  • about / Data analysis and manipulation using pandas
  • used, for manipulation / Data analysis and manipulation using pandas
  • used, for data analysis / Data analysis and manipulation using pandas
  • data structures / Important data structures of pandas
  • features / Special features of pandas
• pandas library
  • about / The pandas library
  • Series / Series
  • DataFrame / DataFrame
  • Panel / Panel
  • common functionalities, among data structures / The common functionality among the data structures
  • time series and date functions / Time series and date functions
  • missing data, handling / Handling missing data
• pandas plotting
  • about / The pandas plotting
• Panel, pandas library / Panel
• PanMachine
  • about / TAPTools for air traffic control
• partial differential equations (PDE)
  • about / Differential equations
  • methods, for solving / Differential equations
• Pauli algebra
  • about / Matrices and Pauli algebra
• physics module
  • about / The physics module
  • Hydrogen wave functions / Hydrogen wave functions
  • Pauli algebra / Matrices and Pauli algebra
  • matrices / Matrices and Pauli algebra
  • second quantization / Second quantization
  • high-energy physics / High-energy Physics
  • mechanics / Mechanics
• Physics with Homemade Equipment and Innovative Experiments (PHOENIX) / ExpEYES – eyes for science
• pie charts
  • about / The plotting library
• platforms, Sugar
  • XO laptop / The one Laptop per Child project used Python for their user interface
  • Live CD and Live USB stick / The one Laptop per Child project used Python for their user interface
  • package for Linux distributions / The one Laptop per Child project used Python for their user interface
  • OS image / The one Laptop per Child project used Python for their user interface
• plotting module
  • functions, using / Plotting
• polar plots
  • about / The plotting library
• polynomial manipulation
  • about / Polynomial manipulation
• polynomials
  • about / Polynomials
• PowerPanel
  • about / TAPTools for air traffic control
• pretty printing
  • about / Pretty printing
  • LaTeX Printer / LaTeX Printing
• privacy and security
  • best practices / The best practices for data privacy and security
• Product Information Model (PIM) / A maritime designing API by Tribon
• product of sum (POS) / The logic module
• pseudo-random number generators
  • about / Random number generator
• pyACDT API / An aircraft conceptual designing tool and API in Python
• PyDrone / Python for computational chemistry applications
• PySpark / Spark in Python
• Python
  • background / The background of the Python programming language
  • guiding principles / The guiding principles of the Python language
  • URL, for guiding principles / The guiding principles of the Python language
  • drawbacks / The downsides of Python
  • scientific computing applications / Scientific computing applications developed in Python
  • scientific computing libraries / Scientific computing libraries developed in Python
  • best practices / General Python best practices
• Python's built-in functions, using for random number generation
  • about / Using Python's built-in functions for random number generation
  • bookkeeping functions / Bookkeeping functions
  • functions, for integer random number generation / Functions for integer random number generation
  • functions, for sequences / Functions for sequences
  • statistical-distribution-based functions / Statistical-distribution-based functions
  • nondeterministic random number generator / Nondeterministic random number generator
• Python, for developing Blind Audio Tactile Mapping System (BATS)
  • about / Python for developing a Blind Audio Tactile Mapping System
• Python, for scientific computing
  • about / Why Python for scientific computing?
  • compact and readable code / Compact and readable code
  • holistic language design / Holistic language design
  • free and open source / Free and open source
  • language interoperability / Language interoperability
  • portable and extensible / Portable and extensible
  • hierarchical module system / Hierarchical module system
  • graphical user interface packages / Graphical user interface packages
  • data structures / Data structures
  • testing framework / Python's testing framework
  • available libraries / Available libraries
• Python aircraft conceptual design toolbox (pyACDT) / An aircraft conceptual designing tool and API in Python
• Python Enhancement Proposals (PEP)
  • about / The guiding principles of the Python language
• Python Package Index
  • about / Standard Python packages
  • reference link / Standard Python packages
• Python scientific computing
  • about / Python scientific computing
• Python scientific computing options, examples
  • chart plotting / Python scientific computing

Q

• Quantum harmonic oscillator
  • in 1-D / The quantum harmonic oscillator in 1-D and 3-D
  • in 3-D / The quantum harmonic oscillator in 1-D and 3-D
• Quixote / A weather prediction application in Python

R

• random number generated
  • reproducing / Designing and implementing random number generators based on statistical distributions
• random number generator
  • about / Random number generator
• random number generators
  • designing, based on statistical distributions / Designing and implementing random number generators based on statistical distributions
  • implementing, based on statistical distributions / Designing and implementing random number generators based on statistical distributions
• rational numbers
  • functions / Functions for rational numbers, exponentials, and logarithms
• ready-to-eat datasets
  • about / Ready-to-eat datasets
  • pandas plotting / The pandas plotting
• ready-to-use standard datasets
  • about / Ready-to-use standard datasets
• root
  • about / A system of nonlinear equations
• Rosenbrock function
  • about / Optimization in SciPy
• Royal Military College of Canada / An aircraft conceptual designing tool and API in Python

S

• sample data analysis program
  • defining / Sample data analysis and visualization programs
• sample visualization program
  • defining / Sample data analysis and visualization programs
• scientific computations
  • mathematical components / Mathematical components of scientific computations, A system of linear equations, A system of nonlinear equations, Interpolation, Numerical integration, Differential equations, Random number generator
• scientific computing applications, Python
  • about / Scientific computing applications developed in Python
  • One Laptop per Child (OLPC) / The one Laptop per Child project used Python for their user interface
  • Experiments for Young Engineers and Scientists (ExpEYES) / ExpEYES – eyes for science
  • weather prediction application / A weather prediction application in Python
  • pyACDT API / An aircraft conceptual designing tool and API in Python
  • OpenQuake Engine / OpenQuake Engine
  • SMS Siemag AG Application for energy efficiency / SMS Siemag AG application for energy efficiency
  • automated code generator, for analysis of high-energy physics data / Automated code generator for analysis of High-energy Physics data
• scientific computing libraries, Python
  • about / Scientific computing libraries developed in Python
  • maritime designing API, by Tribon / A maritime designing API by Tribon
  • Molecular Modeling Toolkit (MMTK) / Molecular Modeling Toolkit
• scientific data archiving / Possible operations on data
• scientific data format
  • about / Scientific data format
  • Network Common Data Form (netCDF) / Scientific data format
  • Hierarchical Data Format (HDF) / Scientific data format
  • Flexible Image Transport System (FITS) / Scientific data format
  • Band-Interleaved Data/Band-Interleaved Files / Scientific data format
  • Common Data Format (CDF) / Scientific data format
  • features / Scientific data format
• SciPy
  • used, for statistics / Statistics using SciPy
  • used, for optimization / Optimization in SciPy
  • used, for image processing / Image processing using SciPy
• SciPy package
  • about / The SciPy package
  • optimization package / The optimization package
  • interpolation package / The interpolation package
  • integration equation / Integration and differential equations in SciPy
  • differential equation / Integration and differential equations in SciPy
  • stats module / The stats module
  • package and spatial algorithms, clustering / Clustering package and spatial algorithms in SciPy
  • image processing / Image processing in SciPy
• SciPy programs
  • about / Sample SciPy programs
• second quantization
  • about / Second quantization
• sequences
  • about / Calculus
• Series, pandas library / Series
• sets
  • about / Sets
• simplify
  • about / The simplify and collect operations
• Single Program, Multiple Data (SPMD) / Hadoop-based MapReduce in Python
• SMS Siemag AG Application
  • about / SMS Siemag AG application for energy efficiency
• solve function
  • about / Equation solving
• Space Physics Data Facility (SPDF) / Scientific data format
• Spark / Spark in Python
• Spark Python API / Spark in Python
• special operations, on arrays
  • about / Special operations on arrays (shape change and conversion)
• stability
  • about / Conditioning, stability, and accuracy
• standard Python packages
  • fluiddyn / Standard Python packages
  • DeCiDa / Standard Python packages
  • python-vxi11 / Standard Python packages
  • pygr / Standard Python packages
  • Brainiac / Standard Python packages
  • pyephem / Standard Python packages
  • PyMca / Standard Python packages
  • openallure / Standard Python packages
  • BOTEC / Standard Python packages
  • pyDGS / Standard Python packages
  • MetagenomeDB / Standard Python packages
  • biofrills / Standard Python packages
  • python-bioformat / Standard Python packages
  • psychopy_ext / Standard Python packages
  • Helmholtz / Standard Python packages
  • pysesa / Standard Python packages
  • nitime / Standard Python packages
  • SpacePy / Standard Python packages
  • Moss / Standard Python packages
  • cclib / Standard Python packages
  • PyQuante / Standard Python packages
  • phoebe / Standard Python packages
  • mcview / Standard Python packages
  • yt / Standard Python packages
  • gwpy / Standard Python packages
• statistical-distribution-based functions / Statistical-distribution-based functions
• stream plot
  • about / The plotting library
• structured/recor array
  • about / The structured/recor array
• structured files
  • about / Structured files
• submodules, geometry module
  • point / The geometry module
  • 3D Point / The geometry module
  • lines / The geometry module
  • 3D Line / The geometry module
  • curves / The geometry module
  • ellipses / The geometry module
  • polygon / The geometry module
  • plane / The geometry module
• Sugar
  • about / The one Laptop per Child project used Python for their user interface
  • platforms / The one Laptop per Child project used Python for their user interface
• sum of product (SOP) / The logic module
• symbolic integrals
  • about / Symbolic integrals
  • Integrate(f, (x, m, n)) / Symbolic integrals
• symbols
  • about / Symbols, expressions, and basic arithmetic
• SymPy
  • features / The features of SymPy
  • need for / Why SymPy?
  • used, for symbolic computations / Symbolic computations using SymPy
  • defining / A brief idea of SymPy
  • core capability / Core capability
  • polynomials / Polynomials
  • calculus / Calculus
  • equations, solving / Solving equations
  • discrete math / Discrete math
  • matrices / Matrices
  • geometry / Geometry
  • plotting / Plotting
  • physics / Physics
  • statistics module / Statistics
  • printing / Printing
  • modules / SymPy modules
  • expression expansion / Expression expansion in SymPy
• SymPy online
  • URL / Simple exemplary programs
• synthetic data generation (fabrication)
  • about / Synthetic data generation (fabrication)
• system of linear equations
  • about / A system of linear equations
• system of nonlinear equations
  • about / A system of nonlinear equations
  • methods / A system of nonlinear equations
  • reference link / A system of nonlinear equations

T

• TAPTools
  • for air traffic control / TAPTools for air traffic control
• testing and maintenance activity
  • best practices / Testing and maintenance best practices
• time series and date functions, pandas library / Time series and date functions
• toolkits
  • defining / APIs and toolkits for data analysis and visualization
• Tribon / A maritime designing API by Tribon
• trigonometry
  • about / Trigonometry and complex numbers

U

• uniform-acceleration motion (UAM) / Mechanics
• universal function (unfunc)
  • about / The universal function object, Various available ufunc
  • attributes / Attributes
  • methods / Methods
• University Corporation for Atmospheric Research (UCAR)
  • about / Scientific data format
• unstructured files
  • about / Unstructured files

V

• VAMPzero tool
  • about / An aircraft conceptual designing tool and API in Python
• vectors
  • about / Vectors

W

• WatchMan / Automated code generator for analysis of High-energy Physics data
• Web ARChive (WARC) format / Hadoop-based MapReduce in Python
• wxPython / Python for developing a Blind Audio Tactile Mapping System