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bilateral_solver

Python code for the fast bilateral solver

blog

Some notes on things I find interesting and important.

cae.py

Contractive Auto-Encoders in Numpy

clip

Contrastive Language-Image Pretraining

continuous_basis_pursuit

deep3

deep neural networks mapping from positions to colors

deepdraw

Notebook example of how to generate class visualizations with Caffe

deepinterp

draw

Reimplementation of DRAW

dropout

A theano implementation of Hinton's dropout.

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

keras

Deep Learning for humans

kpls

Kernel Partial Least Squares

latent-nerf

Official Implementation for "Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures"

plat

playground

PlayGround: AI Research into Multi-Agent Learning.

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

pylearn

A Machine Learning library based on Theano

scikit-learn

scikit-learn: machine learning in Python

scipy

Scipy main repository

sml_project

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-playground

playing around with tensorflow in jupyter notebooks

theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

thunder

Large-scale neural data analysis with Spark

torch-gan

unrolled_gan

Unrolled Generative Adversarial Networks

vdvae

Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"