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Software Applications

GeneXproTools 5.0 GeneXproTools is a software package for different types of data modeling. It's an application not only for specialists in any field but also for everyone, as no knowledge of statistics, mathematics, machine learning or programming is necessary. GeneXproTools modeling frameworks include Function Finding (Nonlinear Regression), Classification, Logistic Regression, Time Series Prediction and Logic Synthesis.

And if you're only interested in learning about Gene Expression Programming in particular and Evolutionary Computation in general, GeneXproTools is also the right tool because the Demo is free and fully functional for a wide set of well-known real-world problems. Indeed, GeneXproTools lets you experiment with a lot of settings and see immediately how a particular setting affects evolution. For example, you can change the population size, the genetic operators, the fitness function, the chromosome architecture (program size, number of genes and linking function), the function set (about 300 built-in functions to choose from), the learning algorithm, the random numerical constants, the type of rounding threshold, experiment with parsimony pressure and variable pressure, explore different modeling platforms, change the model structure, simplify the evolved models, explore neutrality by adding neutral genes, create your own fitness functions, design your own mathematical/logical functions and then evolve models with them, and even create your own grammars to generate code automatically from GEP code in your favorite programming languages, and so on.

Open Source Libraries

GEP4J GEP for Java Project.

Launched September 2010 by Jason Thomas, the GEP4J project is an open-source implementation of Gene Expression Programming in Java. From the project summary: "This project is in the early phases, but you can already do useful things such as evolving decision trees (nominal, numeric, or mixed attributes) with ADF's (automatically defined functions), and evolve functions." GEP4J is available from Google Project Hosting: https://code.google.com/p/gep4j/.


PyGEP Gene Expression Programming for Python.

PyGEP is maintained by Ryan O'Neil, a graduate student from George Mason University. In his words, "PyGEP is a simple library suitable for academic study of Gene Expression Programming in Python 2.5, aiming for ease of use and rapid implementation. It provides standard multigenic chromosomes; a population class using elitism and fitness scaling for selection; mutation, crossover and transposition operators; and some standard GEP functions and linkers." PyGEP is hosted at https://code.google.com/p/pygep/.


JGEP Java GEP toolkit.

Matthew Sottile released into the open source community a Java Gene Expression Programming toolkit. In his words, "My hope is that this toolkit can be used to rapidly build prototype codes that use GEP, which can then be written in a language such as C or Fortran for real speed. I decided to release it as an open source project to hopefully get others interested in contributing code and improving things." jGEP is hosted at Sourceforge: https://sourceforge.net/projects/jgep/.

Executables

All the executables from the Suite of Problems. The files aren't compressed and can be run from the command prompt without parameters. (These executables are old and have only historical interest, as they were created to show what Gene Expression Programming could do before the publication of the algorithm.)

Symbolic regression with x4+x3+x2+x
    x4x3x2x-01.exe

Sequence induction with 5j4+4j3+3j2+2j+1
    SeqInd-01.exe

Pythagorean theorem
    Pyth-01.exe

Block stacking
    Stacking-01.exe

Boolean 6-multiplexer
    Multiplexer6-01.exe

Boolean 11-multiplexer
    Multiplexer11-01.exe

GP rule
    GP_rule-01.exe

Symbolic regression with complete evolutionary history
    SymbRegHistory.exe

Sequence induction with complete evolutionary history
    SeqIndHistory.exe


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2. The Shape-Shifter and the Archetype of the "Animal Bridegroom"

Kemonomimi (literally "animal ears") refers to humanoid characters with animal features—cat ears, fox tails, wolf fangs. Unlike Western werewolves who are tragic, anime catgirls are often depicted as romantic interests. Series like Spice and Wolf (2008) are masterclasses in the genre.

These storylines often revolve around the transformative power of love and companionship between women and animals. Whether it's a woman finding solace in the company of a loyal pet or an animal helping a woman overcome personal struggles, these narratives showcase the depth of emotional connection that can exist between species. www animal and women sex com

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Dr. Lisa Couture, a professor of depth psychology, argues that "animal women relationships" act as a cultural safety valve for the repression of the feminine wild. Series like Spice and Wolf (2008) are masterclasses

The lesson that true worth lies beneath a monstrous exterior. Selkies and Swan Maidens

From a literary and feminist perspective, animal-women relationships in fiction offer profound insights into how society views both women and nature. Narrative Angle Literary Function Symbolic Meaning Pairing marginalized women with stray or wild animals. Rejection of patriarchal societal structures. The Witch's Familiar Magical bonds between women and animals (cats, ravens). Autonomy, hidden knowledge, and spiritual power. The Beastly Lover Embracing a partner rejected by conventional society. Female agency in defining beauty, value, and intimacy. This public link is valid for 7 days

Many animal women narratives (especially in manga) feature a powerful, god-like creature—a dragon, a wolf, a fox-spirit—who willingly becomes subservient to a weak human male. This fulfills a fantasy of respect: the animal woman chooses submission out of love, not obligation.

: Fantasy stories often feature shapeshifters or creatures like werewolves, vampires, or mermaids that can form romantic connections with humans. These tales can explore themes of love, acceptance, and the challenges of interspecies relationships.

So, the next time you watch a man fall for a wolf-girl or a sailor drown for a siren, do not look away. You are witnessing the oldest story on earth: The desperate need to touch something wild, and hope it touches you back.

What unites these stories is a shared longing. They are all, in their way, a howl against the loneliness of human consciousness. They imagine a love that bypasses the chatter of the mind and speaks directly to the body, the blood, and the bone. They promise a partner who sees your hidden fur, hears your silent call, and is not afraid to follow you into the dark woods.



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Last update: 23/July/2013
  		Candida Ferreira
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