sumeetrohilla Goto Github PK
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sumeetrohilla's Projects
kalman-and-bayesian-filters-in-python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
pytorch-autoencoders-fashionmnist
Implementation of 3 flavours of autoencoders (vanilla AE, CNN-AE, VAE) trained on fashionMnist dataset
readptu_flim
Python library to read PicoQuant PTU files (raw TTTR data) as well as build FLIM image
realtime_pyaudio_fft
Realtime audio analysis in Python, using PyAudio and Numpy to extract and visualize FFT features from streaming audio.
sdfu
Stable Diffusers for studies
sflim
A MATLAB library to analyze multi-channel spectrally-resolved Fluorescence Lifetime Imaging Microscopy data by Pattern-Matching algorithm based on linear-unmixing method
unet-baseline-pytorch
Implementation of the baseline Unet architecture in Pytorch
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