runopti Goto Github PK

autoencoder

Stanford CS294A

bayesfactor

bayesiandropout

blog

cnn_face_detection

face detection using cnn

compiler

cvpr-latex-template

Extended LaTeX template for CVPR/ICCV papers

data_analysis

data analysis projects

dotfiles

fbcunn

Facebook's extensions to torch/cunn.

fblualib

Facebook libraries and utilities for Lua

generativelatentoptimization

TensorFlow implementation of the paper "Optimizing the Latent Space of Generative Networks ( https://arxiv.org/pdf/1707.05776.pdf )" (Facebook AI Research)

hessian

Experiments on computationally efficient algorithm for non-convex optimization

htm

Implementation of Hierachical Temporal Memory based on the white paper from numenta

iros

learning-to-learn

TensorFlow implementation of the paper "Learning to learn by gradient descent by gradient descent ( https://arxiv.org/abs/1606.04474 )"

ml_algorithms

Implementation of algorithms in numerical computation/machine learning

nn

nupic

Numenta Platform for Intelligent Computing: a brain-inspired machine intelligence platform, and biologically accurate neural network based on cortical learning algorithms.

parity_experiment

RNN's learnability of parity function using binary data only.

robustdownstreamtransfer

Official repository for our CVPR2022 paper: "Does Robustness on ImageNet Transfer to Downstream Tasks?"

robusttraining

Robust training algorithm based on adversarial examples

runopti.github.io

http://runopti.github.io/

spatialevalllm

Code for "Evaluating Spatial Understanding of Large Language Models" TMLR 2024.

spectralnet

Deep network that performs spectral clustering

stg

Python/R library for feature selection in neural nets. ("Feature selection using Stochastic Gates", ICML 2020)

test_2

second test

test_fb

torch7

http://torch.ch