Pinned Repositories
1-billion-word-language-modeling-benchmark
Formerly known as code.google.com/p/1-billion-word-language-modeling-benchmark
AdversarialNetsPapers
The classical papers and codes about generative adversarial nets
Algo-Quicksheet
Quicksheet for Algorithms
AmusingPythonCodes
Interesting python codes to tackle simple machine/deep learning tasks
audapter_matlab
MATLAB code for Audapter
AVGN
A generative network for animal vocalizations. For dimensionality reduction, sequencing, clustering, corpus-building, and generating novel 'stimulus spaces'. All with notebook examples using freely available datasets.
Awesome-Deep-Learning-Resources
Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier
awesome-ios-animation
A curated list of awesome iOS animation, including Objective-C and Swift libraries
inductive-bias-complexity
Code for "Model-agnostic Measure of Generalization Difficulty (ICML 2023)"
SophiaUCSD16's Repositories
SophiaUCSD16/inductive-bias-complexity
Code for "Model-agnostic Measure of Generalization Difficulty (ICML 2023)"
SophiaUCSD16/audapter_matlab
MATLAB code for Audapter
SophiaUCSD16/AVGN
A generative network for animal vocalizations. For dimensionality reduction, sequencing, clustering, corpus-building, and generating novel 'stimulus spaces'. All with notebook examples using freely available datasets.
SophiaUCSD16/computation-thru-dynamics
Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.
SophiaUCSD16/course-content
Summer course content for Neuromatch Academy
SophiaUCSD16/CSE-158-Final-
SophiaUCSD16/d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。
SophiaUCSD16/dynamax
State Space Models library in JAX
SophiaUCSD16/EwearA9
SophiaUCSD16/fixed-point-finder
FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks
SophiaUCSD16/gcloud
Google Cloud tutorial and setup
SophiaUCSD16/GIF_convolutions
Make your own gifs of Conv2d forward pass
SophiaUCSD16/GLMspiketools
Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).
SophiaUCSD16/gramm
Gramm is a complete data visualization toolbox for Matlab. It provides an easy to use and high-level interface to produce publication-quality plots of complex data with varied statistical visualizations. Gramm is inspired by R's ggplot2 library.
SophiaUCSD16/les-distance
Python implementation of LES, a distance between unaligned high dimensional point-clouds
SophiaUCSD16/lfads-tutorial
SophiaUCSD16/mosaic_representations
These datasets are the glomerular responses used in the manuscript "Mosaic representations of odors in the input and output layers of the mouse olfactory bulb", published in Nature Neuroscience (Ref).
SophiaUCSD16/Neural-Data-Analysis-Notebooks
SophiaUCSD16/nlb-lightning
PyTorch Lightning utilities that make it easier to train and evaluate deep models for the Neural Latents Benchmark.
SophiaUCSD16/NYU-DLSP21
NYU Deep Learning Spring 2021
SophiaUCSD16/personal-website
Code that'll help you kickstart a personal website that showcases your work as a software developer.
SophiaUCSD16/pmtk3
Probabilistic Modeling Toolkit for Matlab/Octave.
SophiaUCSD16/Psychtoolbox-3
Psychophysics Toolbox Version 3 (PTB-3) is a free set of Matlab and GNU Octave functions for vision and neuroscience research.
SophiaUCSD16/pyprobml
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
SophiaUCSD16/pytorch-Deep-Learning
Deep Learning (with PyTorch)
SophiaUCSD16/ssm-book
Interactive textbook on state-space models
SophiaUCSD16/Tutorials
Tutorial notebooks for hands-on data science, following along with the course topics.
SophiaUCSD16/variational-autoencoder
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
SophiaUCSD16/vim-plug
:hibiscus: Minimalist Vim Plugin Manager
SophiaUCSD16/vimtex
A modern vim plugin for editing LaTeX files.