Nick Ponvert (nickponvert)

nickponvert

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Location:Seattle, WA

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Nick Ponvert's repositories

lfads_fork

Fork of LFADS code adapted for easier setup. Original: https://github.com/lfads/models/blob/master/research/lfads/README.md

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ml-flow-ds-project

PySpark / MlFlow project template

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models

Models and examples built with TensorFlow

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argschema

This python module simplifies the development of modules that would like to define and check a particular set of input parameters, but be able to flexibly define those inputs in different ways in different contexts.

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bioinformatics

HEAT Genomics Tools

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chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

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computation-thru-dynamics

Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.

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dissertation

My PhD dissertation

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docker-stacks

Ready-to-run Docker images containing Jupyter applications

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dotfiles-1

@holman does dotfiles

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expressvpn-python

ExpressVPN - Python Wrapper (public IP auto fetch)

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GUI

Software for electrophysiology data acquisition

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jaratest

Collection of test scripts

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jaratoolbox

Data analysis toolbox for JaraLab

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jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

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jupyterlab-vim

:neckbeard: Vim notebook cell bindings for JupyterLab

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MIND

Implemenation of Manifold Inference from Neural Dynamics (MIND) from Low & Lewallen et. al, '18

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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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som_visualization_r

Some functions for visualizing output from the "kohonen" R library

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SOMPY

A Python Library for Self Organizing Map (SOM)

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SpikeSort

Spike sorting library implemented in Python/NumPy/PyTables

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subspace-clustering

Toolbox for large scale subspace clustering

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SWDB_2019-1

Repository for course materials for the Summer Workshop on the Dynamic Brain 2019

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taskontrol

A system for controlling behavioral experiments.

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tensortools

Fitting and visualizing tensor decompositions in Python

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