sudhasharma529 Goto Github PK

100-days-of-ml-code

100 Days of ML Coding

2022-preserved-dynamics

2023: Preserved neural dynamics across animals performing similar behaviour

arduino-autoreward

Code for Infrared triggered dual reward system

auditorycorteximaging-work

b-soid

Behavioral segmentation of open field in DeepLabCut, or B-SOID ("B-side"), is an unsupervised learning algorithm written in MATLAB that serves to discover behaviors that are not pre-defined by users.

bda_course_aalto

Bayesian Data Analysis course at Aalto

bonvision

BonVision is an open-source closed-loop visual environment generator developed by the Saleem Lab and Solomon Lab at the UCL Institute of Behavioural Neuroscience in collaboration with NeuroGears.

cascade

Library for fitting nonlinear neural encoding models

coding-interview-university

A complete computer science study plan to become a software engineer.

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

computer-vision-project

course-content

Summer course content for Neuromatch Academy

cue-combination-with-neurons

Demonstrate how optimal cue combination can be computed by neural populations, involving only simple operations.

data-projects

data_sci_guide

A community-sourced data science repo.

deep-learning-a-z-udemy

Contains the programming exercises and assignments for Deep Learning A-Z course on Udemy. Includes Artificial Neural Network, Convolutional Neural Network, Recurrent Neural Networks, Self Organizing Maps, Auto Encoders and Boltzmann Machines

deep-neural-networks

deepinsight

A general framework for interpreting wide-band neural activity

deeplabcut

Markerless pose estimation of user-defined features with deep learning for all animals, including humans

ensemble-techniques

foundations_for_deep_learning

Building a foundation for deep learning with mathematics and neuroscience

fourier

An Interactive Introduction to Fourier Transforms

github-slideshow

A robot powered training repository :robot:

jml

kilosort

GPU code for spike sorting

labhacks

Resources for data driven neuroscientists.

learndatascience

Open Content for self-directed learning in data science

machine_learning

Python coded examples and documentation of machine learning algorithms.

miniscope_daq_software

Data acquisition source code for Miniscope project.