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jiaxx's Projects

academic-portfolio icon academic-portfolio

A one-stop, clean and minimal mobile-friendly Jekyll theme for your academic homepage

algorithms icon algorithms

Bug-tracking for Jeff's algorithms book, notes, etc.

allensdk icon allensdk

code for reading and processing Allen Institute for Brain Science data

archconvnets icon archconvnets

Architecturally optimized neural networks trained with regularized backpropagation

attention-cnn icon attention-cnn

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

aubio icon aubio

a library for audio and music analysis

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

autogl icon autogl

An autoML framework & toolkit for machine learning on graphs.

bayareadlschool icon bayareadlschool

Slides and exercises for the Theano tutorial at the Deep Learning School in Stanford, September 24-25, 2016

binder icon binder

reproducible executable environments

brain-score icon brain-score

A framework for evaluating models on integrative brain measurements

caffe icon caffe

Caffe: a fast open framework for deep learning.

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

civis-python icon civis-python

Civis API Client for Python: https://civisanalytics.com/products/civis-platform/

cnn-explainer icon cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization. https://poloclub.github.io/cnn-explainer/

computation-thru-dynamics icon computation-thru-dynamics

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

convnet icon convnet

Convolutional Neural Networks for Matlab, including Invariang Backpropagation algorithm (IBP). Has versions for GPU and CPU, written on CUDA, C++ and Matlab. All versions work identically. The GPU version uses kernels from Alex Krizhevsky's library 'cuda-convnet2'.

convnetjs icon convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

cookbook-code icon cookbook-code

Recipes of the IPython Cookbook, the definitive guide to high-performance scientific computing and data science in Python

cornet icon cornet

[NeurIPS2019] CORnet: Modeling the Neural Mechanisms of Core Object Recognition

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