Ben Poole's repositories

unrolled_gan

Unrolled Generative Adversarial Networks

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bilateral_solver

Python code for the fast bilateral solver

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deep3

deep neural networks mapping from positions to colors

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kpls

Kernel Partial Least Squares

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pylearn

A Machine Learning library based on Theano

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scikit-learn

scikit-learn: machine learning in Python

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tensorflow-playground

playing around with tensorflow in jupyter notebooks

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blog

Some notes on things I find interesting and important.

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cae.py

Contractive Auto-Encoders in Numpy

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CLIP

Contrastive Language-Image Pretraining

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deepdraw

Notebook example of how to generate class visualizations with Caffe

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draw

Reimplementation of DRAW

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dropout

A theano implementation of Hinton's dropout.

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edward

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

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keras

Deep Learning for humans

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latent-nerf

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

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playground

PlayGround: AI Research into Multi-Agent Learning.

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progressive_growing_of_gans

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

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scipy

Scipy main repository

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tensorflow

Computation using data flow graphs for scalable machine learning

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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.

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thunder

Large-scale neural data analysis with Spark

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vdvae

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

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