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This project includes the implementation of a neural network MLP, RBF, SOM and Hopfield networks in several popular programming languages. The project also includes examples of the use of neural networks as function approximation and time series prediction. Includes a special program makes it easy to test neural network based on training data and the optimization of the network.
Java class libraries for structural biology development: includes protein format conversion tool, printf-based text formatting, Pred2ary secondary structure prediction, neural net library, Hooke-Jeeves global optimizer, and misc. math & statistics.
Basic natural language processor capable of solving elementary math word problems such as:
1) John has 7 pencils. He buys 10 more pencils. How many pencils does he have in all?
2) There are 6 boys and 4 girls in a library. How many kids are there altogether?
3) Bob ran 8 miles and Stella ran 2 miles. How many miles did they run altogether?
4) What is the sum of 7 and 2?
5) What is 8 divided by 2?
JIMHR or "Java Interactive Mathematical Handwriting Recognizer" as
the name suggests is the online handwriting recogition system that
specializes in mathematical domain. It processes a user's handwriting
through mouse or stylus pen and outputs the c
Personal research achievements from the authors presented here in the form of symbolic Algebra and non-numerical analysis algorithms implemented in C/C++, Java, and/or Pascal.
As part of a more wide, simple, powerful and robust CAS enviroment under development, new code will be continuously added up to this repository.
The authors give their welcome and encouragement to everyone interested in bring some kind of collaboration.