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Name: Matthew Farrell
Type: User
Bio: Postdoc at the Harvard John A Paulson School of Engineering and Applied Sciences
Location: SEAS, Harvard University
Blog: https://pehlevan.seas.harvard.edu/people/matthew-farrell
Name: Matthew Farrell
Type: User
Bio: Postdoc at the Harvard John A Paulson School of Engineering and Applied Sciences
Location: SEAS, Harvard University
Blog: https://pehlevan.seas.harvard.edu/people/matthew-farrell
A simple generator for parametrically varied 2d shape stimuli
Experiments for understanding disentanglement in VAE latent representations
Dataset to assess the disentanglement properties of unsupervised learning methods
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Code for generating the figures in the paper "Capacity of Group-invariant Linear Readouts from Equivariant Representations: How Many Objects can be Linearly Classified Under All Possible Views?"
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
utility for managing model output
Analysis of networks, including trained networks. Training is done by pytorch.
Graphics for neural networks
Machine learning, in numpy
A Python library for creating LaTeX files
Pretrained models on CIFAR10/100 in PyTorch
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Code for reproducing the plots of the manuscript "Recall tempo of Hebbian sequences depends on the interplay of Hebbian kernel with tutor signal timing"
Code for the paper "Recurrent neural networks learn robust representations by dynamically balancing compression and expansion"
Code to generate the plots for Robust representations learned in RNNs through implicit balance of expansion and compression
SAM: Sharpness-Aware Minimization (PyTorch)
Statistical data visualization using matplotlib
Manage pudb breakpoints directly from vim
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.