kushalkolar Goto Github PK

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

i2k2020_mesmerize

Notebooks and scripts related to the Mesmerize workshop at I2K2020

immobilize

improv

Adaptive Platform for Neuroscience Experiments

instantclue

Instant Clue - Interactive Data Analysis

jupyter_rfb

Remote Frame Buffer for Jupyter

kushalk.com

kushalkolar

lazytensor

An interface for lazy evaluation of tensors in linear algebra routines

linalg4datascience

Code that accompanies the book "Linear Algebra for Data Science"

localmd

Accelerated local matrix decomposition for calcium imaging data

markov_chain_with_graph

mesmerize

Platform for Calcium Imaging analysis. DEPRECATED.

mesmerize-plugins

Optional plugins for Mesmerize

mesmerize-viz

Widgets for calcium imaging analysis visualization in notebooks

mesmerize-workshop-ccn-2022

Materials related to the Mesmerize sections of the CCN 2022 Calcium & Voltage Imaging Workshop

mesmerize_manuscript_notebooks

misc

random stuff

misc-scripts

miscellaneous bash scripts that I use to make my life easy

monad_pipelines

napari

napari: a fast, interactive, multi-dimensional image viewer for python

neuroanalysis

Modular analysis tools for neurophysiology data

nn-from-scratch

learning neural networks from scratch

numpy-euroscipy

Introduction to NumPy - Tutorial @ EuroSciPy

numpy-tutorial-scipyconf-2022

Public GitHub repo for SciPy 2022 tutorial (Introduction to Numerical Computing With NumPy)

nuset

NuSeT: A Deep Learning Tool for Reliably Separating and Analyzing Crowded Cells

nuset-lib

NuSeT packaged as a library with an easy to use API

nvjpeg-streamer

An attempt at live lossy encoding of raw imaging data for streaming calcium imaging data

ophys-sandbox

pipeline_2p

Preprocessing pipeline for 2p imaging data, VR behaviour data and synchronization between the two.