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  • Language
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  • Created over 6 years ago
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Repository Details

My solutions for Bubble Cup 2018

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1

pytorch-GAT

My implementation of the original GAT paper (Veliฤkoviฤ‡ et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
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pytorch-original-transformer

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.
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3

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pytorch-GANs

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5

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6

pytorch-deepdream

PyTorch implementation of DeepDream algorithm (Mordvintsev et al.). Additionally I've included playground.py to help you better understand basic concepts behind the algo.
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7

pytorch-neural-style-transfer

Reconstruction of the original paper on neural style transfer (Gatys et al.). I've additionally included reconstruction scripts which allow you to reconstruct only the content or the style of the image - for better understanding of how NST works.
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8

stable_diffusion_playground

Playing around with stable diffusion. Generated images are reproducible because I save the metadata and latent information. You can generate and then later interpolate between the images of your choice.
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9

pytorch-learn-reinforcement-learning

A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.
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10

pytorch-neural-style-transfer-johnson

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serbian-llm-eval

Serbian LLM Eval.
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12

pytorch-naive-video-neural-style-transfer

Create naive (no temporal loss) NST for videos with person segmentation. Just place your videos in data/, run and you get your stylized and segmented videos.
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OpenGemini

Effort to open-source 10.5 trillion parameter Gemini model.
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digital-image-processing

Projects I did for the Digital Image Processing course on my university
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16

streamlit_playground

Simple Streamlit app.
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17

Open-NLLB-stopes

A library for preparing data for machine translation research (monolingual preprocessing, bitext mining, etc.) for the Open-NLLB effort.
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18

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Problems I solved for Microsoft ML summer camp in Petnica, Serbia
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19

competitive_programming

Contains algorithms and snippets I found useful when solving problems for TopCoder, Google Code Jam etc.
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20

slovenian-llm-eval

Slovenian LLM Eval.
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21

.dotfiles

Configuration files for my vim editor, bash etc.
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22

GoogleCodeJam2018

My solutions for Google Code Jam 2018
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