SimpNet-Deep-Learning-in-a-Shader
CodeSearchNet
SimpNet-Deep-Learning-in-a-Shader | CodeSearchNet | |
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2 | 2 | |
104 | 1,904 | |
- | - | |
0.0 | 0.0 | |
almost 3 years ago | over 2 years ago | |
GLSL | Jupyter Notebook | |
MIT License | MIT License |
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SimpNet-Deep-Learning-in-a-Shader
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Can ML upscaling / DLSS be used to enhace shadow map quality?
If you think doing this https://github.com/SCRN-VRC/SimpNet-Deep-Learning-in-a-Shader/blob/master/Images/RenderTexture.png on all of the shadowmaps in a scene is faster than simply relying on tried-and-true hardware rasterization then you should work on more graphics/rendering projects to get a better grasp as to what is actually possible on hardware.
CodeSearchNet
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Fine tuning
The CodeSearchNet challenge provides a dataset of code documentation comments, along with pre-trained models and fine-tuning scripts. You can find the challenge and resources at https://github.com/github/CodeSearchNet.
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Speedtyper.dev: Type racing for programmers
https://github.com/github/CodeSearchNet#downloading-data-from-s3
What are some alternatives?
YOLOv4-Tiny-in-UnityCG-HLSL - A modern object detector inside fragment shaders
AI-For-Beginners - 12 Weeks, 24 Lessons, AI for All!
AviSynthAiUpscale - An AviSynth+ implementation of some Super-Resolution Convolutional Neural Networks.
data - Data and code behind the articles and graphics at FiveThirtyEight
ACNetGLSL - ACNet (Anime4KCPP Net) re-implemented in GLSL for real-time anime upscaling
awesome-speech-recognition-speech-synthesis-papers - Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
NCRFpp - NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
pycaret - An open-source, low-code machine learning library in Python
Language-Translation-with-Fragment-Shaders - EN to JP and JP to EN with transformer models
pytorch-GAT - My implementation of the original GAT paper (Veličković 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!
trulens - Evaluation and Tracking for LLM Experiments
MetalTranslate - Customizable machine translation in C++