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    26 repositories

    • PMP-2024

      Public
      Template de lucru pentru efectuarea temelor de PMP
      Jupyter Notebook
      •
      MIT License
      •39•0•0•0•Updated Dec 3, 2024Dec 3, 2024

    • Neural-Networks-Template-2024

      Public
      Jupyter Notebook
      •
      MIT License
      •25•2•0•0•Updated Dec 2, 2024Dec 2, 2024

    • Advanced-Topics-in-Neural-Networks-Template-2024

      Public
      UAIC FII ATNN, 2024
      Jupyter Notebook
      •
      MIT License
      •7•2•0•0•Updated Nov 29, 2024Nov 29, 2024

    • Python-IA

      Public
      Curs introductiv Python pentru IA
      Jupyter Notebook
      •0•0•0•0•Updated Oct 11, 2024Oct 11, 2024

    • Tepes.AI

      Public
      Applying old solutions to modern problems
      HTML
      •
      MIT License
      •0•0•0•0•Updated Oct 11, 2024Oct 11, 2024

    • Advanced-Topics-in-Neural-Networks-Template-2023

      Public archive
      UAIC FII ATNN, 2023, Lab Template
      Jupyter Notebook
      •
      MIT License
      •40•5•0•0•Updated Sep 17, 2024Sep 17, 2024

    • Backforward-Propagation

      Public
      Calculate weight gradients and update weights in a forward fashion such that the when updating layer X all the layers before it will not change further, hence not making the update obsolete
      Python
      •
      Academic Free License v3.0
      •0•0•2•0•Updated Sep 3, 2024Sep 3, 2024

    • MemoryEnhancedNanoGPT

      Public
      The simplest, fastest repository for training/finetuning medium-sized GPTs with an option to add Memory Functionality
      Python
      •
      MIT License
      •6k•0•0•0•Updated Feb 4, 2024Feb 4, 2024

    • Property-Development-Prediction

      Public
      Using historical Geographic data from satellites, general financial information regarding the country/region, and real estate transactions, we predict how industrial, office, retail, and residential buildings will expand in a given geographical area.
      Python
      •
      Academic Free License v3.0
      •0•0•5•0•Updated Nov 26, 2023Nov 26, 2023

    • Pytorch-Template

      Public template
      A starting point for deep learning experiments
      Python
      •
      Academic Free License v3.0
      •1•2•10•0•Updated Jul 27, 2023Jul 27, 2023

    • FII-Musical-2021

      Public archive
      FII's Master students ASET music generation project
      TypeScript
      •
      MIT License
      •0•0•0•7•Updated Jun 1, 2022Jun 1, 2022

    • Social-Media-Post-Impact-Prediction-2021

      Public archive
      FII's Master students ASET Social Media Post Impact Prediction project
      Java
      •
      MIT License
      •0•0•2•7•Updated Apr 28, 2022Apr 28, 2022

    • REIC-2021

      Public archive
      FII's Master students ASET Renewable energy investment calculator project
      JavaScript
      •
      MIT License
      •0•0•0•3•Updated Jan 11, 2022Jan 11, 2022

    • FII-Muzical-2020

      Public archive
      FII's Master students ASET music generation project
      Python
      •
      Academic Free License v3.0
      •0•2•8•0•Updated Aug 31, 2021Aug 31, 2021

    • Thinking-Machine

      Public
      Python
      •0•0•6•0•Updated Aug 5, 2020Aug 5, 2020

    • Bias-Variance-Tradeoff-Regularization

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jul 1, 2020Jul 1, 2020

    • Cascading-Sum-Augmentation

      Public
      Code and experiment results for: [add link to paper]()
      Python
      •
      Academic Free License v3.0
      •0•0•1•0•Updated Jul 1, 2020Jul 1, 2020

    • Convergence

      Public
      Artificial Neural Network training convergence boosting by smart data ordering
      trainingmachine-learningresearchartificial-neural-networks
      Python
      •
      Academic Free License v3.0
      •0•0•9•0•Updated Jun 25, 2020Jun 25, 2020

    • Homomorphic-Regularization

      Public
      Enforce the representation at layer k, say model_k(x) to have following behaviour : model_k(x + y) = model_k(x) + model_k(y)
      Python
      •0•0•2•0•Updated Feb 18, 2020Feb 18, 2020

    • Lipschitz-Regularisation

      Public
      Enforce the representation at layer k, say model_k(x) to have following behaviour : model_k(x + noise) = model_k(x)
      Python
      •0•0•1•0•Updated Feb 18, 2020Feb 18, 2020

    • OverfitFixViaSampleEmbedding

      Public
      Assign an embedding to each sample. Propagate the gradient to each sample. After you are done learning, either slowly penalize the norm of each embedding, etiher slowly reduce the norm of each embedding (by dividing by a specific fraction of its norm)
      Python
      •0•0•0•0•Updated Nov 13, 2019Nov 13, 2019

    • Loss-Std-Regularisation

      Public
      Add std to loss mean
      Python
      •0•0•1•0•Updated Aug 28, 2019Aug 28, 2019

    • Tennis-Betting

      Public
      Analyze ATP matches and predict the winner
      Python
      •0•0•3•0•Updated Jul 22, 2019Jul 22, 2019

    • Random-Feature-Map-Augmentation

      Public
      Choose some feature map and slightly rotate them
      Python
      •0•0•0•0•Updated May 21, 2019May 21, 2019

    • Gradual-Top-K-Attention

      Public
      Each layer has a set of modules, and for each input, they will be weighted wth their attention score. After that choose only top n-1 for weighted sum and then top n -2
      0•0•0•0•Updated Apr 23, 2019Apr 23, 2019

    • Tensor-Reloaded.github.io

      Public
      0•0•0•0•Updated Feb 11, 2019Feb 11, 2019