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Name: Shruthi Ravindranath
Type: User
Bio: Neuroscience grad student at Princeton Neuroscience Institute and @murthylab
Location: Princeton. NJ
Name: Shruthi Ravindranath
Type: User
Bio: Neuroscience grad student at Princeton Neuroscience Institute and @murthylab
Location: Princeton. NJ
Behavioral segmentation of open field in DeepLabCut, or B-SOID ("B-side"), is a pipeline that pairs unsupervised pattern recognition with supervised classification to achieve fast predictions of behaviors that are not predefined by users.
PyTorch implementation of BAMS (https://multiscale-behavior.github.io/)
Course notes for CS228: Probabilistic Graphical Models.
Notes and experiments to understand deep learning concepts
State Space Models library in JAX
Evidence approximation methods in SSMs
FlyVR is code for design and control of multisensory virtual reality experiments for flies.
MuJoCo fruit fly body model and reinforcement learning tasks
code to fit GLMs, HMMs, and GLM-HMMs (aka IO-HMMs)
jPCA for Neural Data Analysis 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.
Modified Python 3.0 implementation of MotionMapper (https://github.com/gordonberman/MotionMapper)
LaTeX manuscript template based on a Nature Neuroscience submission
Probabilistic Machine Learning: Advanced Topics
A Python implementation of GLM-HMM (port of https://github.com/murthylab/GLMHMM)
Deep Learning (with PyTorch)
Standalone utilities for SLEAP pose tracking data.
TensorFlow implementation of the SOM-VAE model as described in https://arxiv.org/abs/1806.02199
Bayesian learning and inference for state space models
Material for STATS271: Applied Bayesian Statistics (Spring 2021)
Variational Animal Motion Embedding
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.