carlacodes
Machine Learning Researcher. Previously at: O'Keefe Lab, SWC, Bizley Lab, UCL Ear Institute
UCLLondon, United Kingdom
Pinned Repositories
28_1_2019exercise2
adversnoise
PyTorch implementation of projected gradient descent (PGD) adversarial noise attack
boostmodels
gradient-boosted regression and decision tree models on behavioural animal data (PLOS Computational Biology, doi: https://doi.org/10.1371/journal.pcbi.1011985)
createmyneuralFRA
A one stop repo for creating a frequency response area plot entirely in Python
manifoldtest
work in progress of neural decomposition of honeycomb maze data
neuraldecoding
scripts used for neural decoding of single and multi unit auditory cortex data
neuroncombine
sandbox code for combining and performing data analysis on multi unit spike responses over long time spans
neuropixels_sort
python code for running NP (multi-shank) spike sorting on a linux-based SLURM cluster
pymer4
All the convenience of lme4 in python
spikesorting_scripts
Scripts to run spikesorting pipeline with spike interface
carlacodes's Repositories
carlacodes/boostmodels
gradient-boosted regression and decision tree models on behavioural animal data (PLOS Computational Biology, doi: https://doi.org/10.1371/journal.pcbi.1011985)
carlacodes/neuraldecoding
scripts used for neural decoding of single and multi unit auditory cortex data
carlacodes/createmyneuralFRA
A one stop repo for creating a frequency response area plot entirely in Python
carlacodes/manifoldtest
work in progress of neural decomposition of honeycomb maze data
carlacodes/neuropixels_sort
python code for running NP (multi-shank) spike sorting on a linux-based SLURM cluster
carlacodes/pymer4
All the convenience of lme4 in python
carlacodes/spikesorting_scripts
Scripts to run spikesorting pipeline with spike interface
carlacodes/28_1_2019exercise2
carlacodes/adaptive_exploration
training an agent to navigate a 2D space
carlacodes/adversnoise
PyTorch implementation of projected gradient descent (PGD) adversarial noise attack
carlacodes/affinewarp
An implementation of piecewise linear time warping for multi-dimensional time series alignment
carlacodes/atchekegroup1lunarlanding
Repo hosting the NMA Deep Learning - Lunar Lander transfer learning project repository for Group 1, Atcheke Pod (transferlanders)
carlacodes/autolfads-tf2
A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
carlacodes/bashscripts
Bash scripts to run jobs on the myriad cluster
carlacodes/deepInsightProcessing
Running deepinsight on a CUDA GPU
carlacodes/neuroncombine
sandbox code for combining and performing data analysis on multi unit spike responses over long time spans
carlacodes/spikeinterface3cg
Implementation of semi-automatic spike interface pipeline on tungsten WARP data for the myriad cluster
carlacodes/carlacodes
my personal profile
carlacodes/comp0034_week3
carlacodes/ferretmixedeffectsinR
running lmer in R for ferret behavioural data
carlacodes/gym
A toolkit for developing and comparing reinforcement learning algorithms.
carlacodes/gym-0.21.0
cloned, now deprecated version of gym needed for stablebaslines3. Modified to include the wind option in the latest version of gym and added a stationary obstacle element
carlacodes/lfads-torch
A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
carlacodes/lstm_neural_decoding
backup of myriad scripts for neural decoding
carlacodes/neural_transformer
Backdrop build v4
carlacodes/neuropixelsspikesorting
testing out NP spike sorting (using Jules' pipeline package) before running this on myriad
carlacodes/phyplottingproject2
workspace to plot and visualise the outputs of phy (post myriad spike sorting)
carlacodes/pykilosort
WIP: Python port of Kilosort2
carlacodes/pysr3
SciKit-Learn compatible library for training mixed-effects models.
carlacodes/visulation_FENS2022
visualisation code for my many scientific posters -summer 2022