mfvd's repositories
Analyzing_Neural_Time_Series
python implementations of Analyzing Neural Time Series Textbook
Case-Studies-Python
An introduction to the practicing neuroscientist to data analysis in Python
CellExplorer
CellExplorer is a graphical user interface (GUI) and standardized pipeline for exploring and characterizing single cells acquired with extracellular electrodes
code_gridCell
Code for grid / place cells clustering project
cookbook-2nd
IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018
course-content
Summer course content for Neuromatch Academy
ecephys_spike_sorting
Modules for processing extracellular electrophysiology data from Neuropixels probes
FinchScope
Single photon tools for Neuroscience
GLMspiketraintutorial
Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data
grid_cell_analysis
Analysis for grid cells, grid fields, and head direction.
Hands-on-Machine-Learning-with-Scikit-Learn-Keras-and-TensorFlow
Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron
jupyter-themes
Custom Jupyter Notebook Themes
jupyter_contrib_nbextensions
A collection of various notebook extensions for Jupyter
learning
Becoming better at data science every day
ln-model-of-mec-neurons
Code implements the LN model used to describe spike trains of MEC neurons based on the animal's position, head direction, speed, and theta phase information. Used in Hardcastle et al., 2017.
machine-learning-notes
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
market-toolkit
A collection of stock market resources and tools
missingno
Missing data visualization module for Python.
nelpy
Neuroelectrophysiology object model and data analysis in Python.
neurodsp
Digital signal processing for neural time series.
opexebo
Collection of python code for electrophysiology /ɪˌlɛktrəʊfɪzɪˈɒlədʒi/
remote-jobs
A list of semi to fully remote-friendly companies in tech.
ripple_detection
Tools for identifying sharp wave ripple events using LFPs
spectral_connectivity
Frequency domain estimation and functional and directed connectivity analysis tools for electrophysiological data
spikeinterface
A Python-based module for creating flexible and robust spike sorting pipelines.
spiketools
Tools for analyzing spiking data.