Name: Wisam Reid
Type: User
Bio: (1) PhD Candidate, Harvard Medical School (2023), SHBT
(2) MA, Stanford University (2017), Music, Science, & Technology
(3) BS, UC Berkeley (2014), EECS
Location: Harvard/MIT
Blog: http://wisamreid.com
Wisam Reid's Projects
Demonstrates a few simple applications of L2 regularization
Binary releases of Vaa3D and related software components
remocolab is a Python module to allow remote access to Google Colaboratory using SSH or TurboVNC.
ABCD optics analysis for remote z-scanning using Mathematica
Variations on the Variational Autoencoder
Provides everything needed for high performance data loading and augmentation in pytorch.
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
ROI editor for neural imaging data
code for Voigts & Harnett, Somatic and dendritic encoding of spatial variables in retrosplenial cortex differs during 2-D navigation
A neural network crate
Code to analyse calcium traces generated by Suite2P and synchronise with behaviour data generated by DLC.
a system for running suite2p on o2
Implementation of the paper "Dendritic cortical microcircuits approximate the backpropagation algorithm" - João Sacramento, Rui Ponte Costa, Yoshua Bengio, Walter Senn
scikit-learn: machine learning in Python
Statistical data visualization in Python
Evaluation framework for testing segmentation networks in Keras
Segmentation models with pretrained backbones. PyTorch.
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
Sigmoid Numbers for Julia
Simple python module for volume skeletonization.
A 2D-3D histological brain slice registration application for mouse, rat, zebrafish brains.
Code snippets for data analysis in python
TensorFlow-based neural network library
Open source ca imaging processing tools to aquire neural traces from 2 photon image sequences
A simple model-based algorithm for the spikefinder competition
Keras network for spike detection from calcium traces