berenslab / neural_data_scienceLinks
Contains programming labs and lecture notes for the lecture "Neural Data Science"
☆108Updated 4 years ago
Alternatives and similar repositories for neural_data_science
Users that are interested in neural_data_science are comparing it to the libraries listed below
Sorting:
- OpenScope databook: a collaborative, versioned, data-centric collection of foundational analyses for reproducible systems neuroscience 🐁…☆71Updated last month
- STATS320: Statistical Methods for Neural Data Analysis☆198Updated 2 months ago
- Writing good research code☆116Updated 3 years ago
- An ongoing journal club for the study of big ideas in neuro☆33Updated 2 years ago
- NSCI 801 (Queen's U) Quantitative Neuroscience course materials☆111Updated 6 months ago
- ☆30Updated 3 years ago
- ☆114Updated 2 months ago
- Introduction to Mathematics and Python using Neuroscience Examples☆42Updated last year
- An introduction to the practicing neuroscientist to data analysis in Python☆159Updated 2 years ago
- Code accompanying Steinmetz et al., 2019☆60Updated 4 years ago
- Repository for course materials for the Summer Workshop on the Dynamic Brain 2019☆23Updated 5 years ago
- "Approaches to Study Neural Circuits" course☆66Updated 8 months ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆38Updated 2 years ago
- Calibrated inference of spiking from calcium ΔF/F data using deep networks☆151Updated 2 weeks ago
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆156Updated last year
- mathematical methods for neuroscience and machine learning☆23Updated 6 years ago
- COGS118C [Neural Signal Processing] @ UCSanDiego☆169Updated 5 years ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆102Updated this week
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆27Updated last year
- IBL core shared libraries☆63Updated this week
- a visualization method for neural data☆235Updated 4 months ago
- Region Of Interest Classification and Tracking☆24Updated this week
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆83Updated 2 weeks ago
- Toolbox for analyzing behavioral videos and neural activity☆59Updated last year
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆54Updated 4 years ago
- Preparatory Materials, Self-guided Learning, and Project Management for Neuromatch Academy activities☆42Updated 4 years ago
- Animation of population dynamics following a Trefoil knot☆21Updated 2 years ago
- Coding exercises for Neural Data Science at CSHL in 2019☆29Updated 5 years ago
- A collection of code and lessons for the KCNI Summer School☆46Updated 3 years ago
- Gallery of visualizations and analyses of the Allen Brain Observatory☆25Updated 3 years ago