satyaborg
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instrument-classifier Public
Deep learning based instrument classifier on OpenMIC-2018 dataset.
Python UpdatedJan 19, 2024 -
self-organizing Public
Experiments and code for our paper Self-organizing neural network hierarchy.
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stat-rethinking-numpyro Public
Forked from fehiepsi/rethinking-numpyroStatistical Rethinking (2nd ed.) with NumPyro
Jupyter Notebook MIT License UpdatedJan 31, 2023 -
satyaborg.github.io Public
Personal blog.
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pose-estimation-detection Public
Implementation of openpose with tensorflow & openCV for estimation of human poses & classification.
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bnn-post-hoc Public
Code and experiments for the preprint: "Bayesian Neural Network Versus Ex-Post Calibration For Capturing Prediction Uncertainty".
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stable-diffusion Public
Forked from CompVis/stable-diffusion -
custom-image-classifier Public
A custom image classifier based on the fast.ai library. The code can be used as a template to train a CNN with resnet34 architecture (other variants as well) on any custom dataset. Credits to fastai.
Jupyter Notebook UpdatedJun 21, 2022 -
pyprobml Public
Forked from probml/pyprobmlPython code for "Probabilistic Machine learning" book by Kevin Murphy
Jupyter Notebook MIT License UpdatedMay 17, 2022 -
neural-hallucinations Public
Repository for experiments with AI x art
Jupyter Notebook UpdatedApr 5, 2022 -
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neural-architects Public
Repository for the Neuromatch project by NeuralArchitects.
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generative-pixel-art Public
Experiments with generative art and cellular automata.
2 UpdatedOct 14, 2020 -
pytorch-template Public template
A standard template for any PyTorch project 🔥
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BDA_py_demos Public
Forked from avehtari/BDA_py_demosBayesian Data Analysis demos for Python
Jupyter Notebook GNU General Public License v3.0 UpdatedSep 8, 2020 -
cookiecutter-data-science Public
Forked from drivendataorg/cookiecutter-data-scienceA logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Python MIT License UpdatedAug 28, 2020 -
Kaggle competition on birdcall classification.
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my-deep-learnings Public
🧙♂️ Repository to keep track of my exploration, experiments and errors (!) in machine and deep learning.
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transformers Public
Forked from huggingface/transformers🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Python Apache License 2.0 UpdatedJun 25, 2020 -
info-theory Public
💬 Notes + Code from studying Information Theory
Jupyter Notebook UpdatedJun 21, 2020 -
dsp Public
📡 Notes + Code from studying Digital Signal Processing
Jupyter Notebook UpdatedJun 21, 2020 -
bayesian-machine-learning Public
Forked from krasserm/bayesian-machine-learningNotebooks about Bayesian methods for machine learning
Jupyter Notebook Apache License 2.0 UpdatedMay 31, 2020 -
fastbook Public
Forked from fastai/fastbookDraft of the fastai book
Jupyter Notebook Other UpdatedMar 1, 2020