Showing 433 open source projects for "prediction"

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  • 1
    EEG Seizure Prediction

    EEG Seizure Prediction

    Seizure prediction from EEG data using machine learning

    The Kaggle-EEG project is a machine learning solution developed for seizure prediction from EEG data, achieving 3rd place in the Kaggle/University of Melbourne Seizure Prediction competition. The repository processes EEG data to predict seizures by training machine learning models, specifically using SVM (Support Vector Machine) and RUS Boosted Tree ensemble models. The framework processes EEG data into features, trains models, and outputs predictions, handling temporal data to ensure accuracy.
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  • 2

    miARma-Seq

    a A suite designed to study mRNAs, miRNAs and circRNAs

    miARma-Seq, which stands for miRNA-Seq And RNA-Seq Multiprocess Analysis, is a suite designed to study mRNAs, miRNAs and circRNAs. It is able to perform differential expression analysis, miRNA-mRNA target prediction and functional analysis among others. Most importantly, it can be applied to any sequenced organism, and it can be initiated at any step of the workflow. As a stand-alone tool, is both easy to install and extremely flexible in terms of its use. It brings together well-established...
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  • 3
    The Edge Machine Learning library

    The Edge Machine Learning library

    Machine learning algorithms for edge devices

    Machine learning models for edge devices need to have a small footprint in terms of storage, prediction latency, and energy. One instance of where such models are desirable is resource-scarce devices and sensors in the Internet of Things (IoT) setting. Making real-time predictions locally on IoT devices without connecting to the cloud requires models that fit in a few kilobytes.These algorithms can train models for classical supervised learning problems with memory requirements that are orders...
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  • 4

    On Screen Unicode Keyboard

    On Screen Unicode Support Supports All Language !

    A Unicode supported On Screen Keyboard. http://aparajeyo.net/abe/on-screen-unicode-keyboard/ Included Keyboard Layouts - 1.BN - Bijoy Keyboard 2.BN - Avro Easy 3.BN - Bornona Keyboard 4.BN - National (জাতীয়) (BD-বাংলাদেশ) 5.HI - Hindi (In-script) 6.HI - HI- Devanagari Keyboard 7.SI - Sinhala Keyboard 8.US - English (Querty) www.aparajeyo.net Donate to help project : aparajeyo.net/donate
    Downloads: 1 This Week
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  • 5
    This application allow user to predict dissolution profile of solid dispersion systems based on algorithms like symbolic regression, deep neural networks, random forests or generalized boosted models. Those techniques can be combined to create expert system. Application was created as a part of project K/DSC/004290 subsidy for young researchers from Polish Ministry of Higher Education.
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  • 6

    BioPPSy

    A biochemical property prediction system

    Computationally predicts the pharmacokinetic properties of drug candidates using Quantitative Structure Property Relationships (QSPR) modelling. Assembles a set of tools and databases for predicting the physical properties of small molecules. The program models a given property's dependence on a collection of molecular and structural descriptors using a training set of molecules. Neural networks and support vector regression are available, as well as linear models. The models generated by...
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  • 7

    ICDtool

    ICD prediction model

    ICDtool is developed to predict integrase catalytic domains of retroviruses.
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  • 8
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  • 9
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  • 10
    Downloads: 0 This Week
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  • 11
    LibRec

    LibRec

    Leading Java Library for Recommender Systems

    LibRec is a Java library for recommender systems (Java version 1.7 or higher required). It implements a suit of state-of-the-art recommendation algorithms, aiming to resolve two classic recommendation tasks: rating prediction and item ranking.
    Downloads: 0 This Week
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  • 12

    Minimum_times_ebs

    Prediction of minimum time for eclipsing binary systems

    Prediction of minimum time for eclipsing binary systems
    Downloads: 0 This Week
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  • 13
    rDock

    rDock

    A Fast, OpenSource Program for Docking Ligands to Proteins and N.Acids

    rDock is a fast and versatile Open Source docking program that can be used to dock small molecules against proteins and nucleic acids. It is designed for High Throughput Virtual Screening (HTVS) campaigns and Binding Mode prediction studies. rDock is mainly written in C++ and accessory scripts and programs are written in C++, perl or python languages. The full rDock software package requires less than 50 MB of hard disk space and it is compilable in all Linux computers. Thanks to its design...
    Downloads: 4 This Week
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  • 14
    MetExpert
    MetExpert is an expert system to assist users with limited expertise in informatics to interpret GCMS data for metabolite identification without querying spectral databases
    Downloads: 0 This Week
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  • 15
    siFi21

    siFi21

    si-Fi is a Software for RNAi (RNA interference) off-target prediction.

    si-Fi is a Software for RNAi (RNA interference) off-target prediction The software is designed for checking long-double stranded RNAi constructs for target specificity and silencing efficiency. It can be used also to select sequence regions suitable for designing RNAi constructs. The program provides clear tabular and graphical outputs.
    Downloads: 27 This Week
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  • 16
    wgssat_nbfgr

    wgssat_nbfgr

    WGSSAT: SSR Annotation Pipeline

    WGSSAT provides a Graphical User Interface pipeline to mine and characterize SSR from Whole genome data. This pipeline integrates prediction of genes, ncRNA, repeats and SSR from whole genome assembly and mapping of these predicted SSR on to the genome (classified according to genes, ncRNA, repeats, exonic and intronic region) along with primer designing and mining of cross-species amplification markers. The mining of SSRs from whole genome provides valuable information on the abundance of SSRs...
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  • 17

    MagNes

    A modular C++ API for chemical structure handling and representation

    MagNes is a C++ programming interface for implementation of different algorithms and graphical rendering through run-time plugins. MagNes currently provides: -A complete C++ API for managing of chemical information -A rich set of parsers (PDB, XYZ, Gaussian and many others) -An OpenGL based visor for molecular rendering. -A C++ API for implementation of Karplus-like equations for prediction of NMR scalar couplings.
    Downloads: 0 This Week
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  • 18
    MUSE

    MUSE

    A Multi-algorithm Collaborative Structure-prediction Environment

    MUSE is short for Multi-algorithm-collaborative Universal Structure-prediction Environment, which was developed for easy use in structure prediction of materials under ambient or extreme conditions, such as high pressure. It was written in Python and organically combined the multi algorithms including the evolutionary algorithm, the simulated annealing algorithm and the basin hopping algorithm to collaboratively search the global energy minimum of materials with the fixed stoichiometry. After...
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  • 19
    cfPred

    cfPred

    Chou & Fasman algorithm implemented using C language.

    Chou & Fasman algorithm implemented using C language. It is a CUI tool used for protein secondary structure prediction.
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  • 20

    NanoB2B

    Nanomedicine Bench to Bedside

    The Nanomedicine Bench to Bedside (NanoB2B) Clinical Translation Prediction System informs biomedical research by linking nanomedicine patient responses to efficacy and adverse effect measurements.
    Downloads: 0 This Week
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  • 21
    DSTK - DataScience ToolKit

    DSTK - DataScience ToolKit

    DSTK - DataScience ToolKit for All of Us

    ... JASP for advanced data editing and RapidMiner for advanced prediction modeling. DSTK is written in C#, Java and Python to interface with R, NLTK, and Weka. It can be expanded with plugins using R Scripts. We have also created plugins for more statistical functions, and Big Data Analytics with Microsoft Azure HDInsights (Spark Server) with Livy. License: R, RStudio, NLTK, SciPy, SKLearn, MatPlotLib, Weka, ... each has their own licenses.
    Downloads: 1 This Week
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  • 22

    OncoIMPACT

    Cancer driver prediction via integrative omics

    OncoIMPACT is a model-driven approach to integrate omics profiles (genomics, transcriptomics etc.) and provides patient-specific cancer driver gene predictions.
    Downloads: 0 This Week
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  • 23
    This R package combines biological information (expression data) with theoretical information (miRNA target prediction databases) in order to obtain a curated list of potential miRNA-mRNA interaction pairs.
    Downloads: 4 This Week
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  • 24
    faif

    faif

    C++ header only library with AI and bioinformatics algorithms

    C++ header only library, small and fast; Naive Bayesian Classifier, Decision Tree Classifier (ID3), DNA/RNA nucleotide second structure predictor, timeseries management, timeseries prediction, generic Evolutionary Algorithm, generic Hill Climbing algorithm and others.
    Downloads: 0 This Week
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  • 25

    Seqping

    Gene Prediction Pipeline for Plant Genomes

    Gene Prediction Pipeline for Plant Genomes using Self-Training Gene Models and Transcriptomic Data
    Downloads: 1 This Week
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