pawni

BayesByHypernet

Code for the paper Implicit Weight Uncertainty in Neural Networks

gpuobserver

BayesByHypernet_Pytorch

sgld_online_approximation

handwriting-synthesis

Handwriting Synthesis with RNNs ✏️

MedicalBagNet

Code for the paper 'Is Texture Predictive for Age and Sex in Brain MRI?'

ai-deadlines

:alarm_clock: AI conference deadline countdowns

deepscm

Repository for Deep Structural Causal Models for Tractable Counterfactual Inference

DLTK-1

Deep Learning Toolkit for Medical Image Analysis

nflows

Normalizing flows in PyTorch

pawni.github.io

pyro

Deep universal probabilistic programming with Python and PyTorch

pytorch-flows

PyTorch implementations of algorithms for density estimation

awful-ai

😈Awful AI is a curated list to track current scary usages of AI - hoping to raise awareness

CellProfiler

An open-source application for biological image analysis

CellProfiler-Analyst

Software for exploring and analyzing large, high-dimensional image-derived data.

clnn

OpenCL backend for Torch nn neural networks library

deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Brain Lesion Segmentation

edward

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

gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-rle

A Gym environment for RLE (Retro Learning Environment)

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

mgba

mGBA Game Boy Advance Emulator

Needles-in-Haystacks

Needles in Haystacks: On Classifying Tiny Objects in Large Images

persistence

photo_post_processing

trial of use of neural networks for photo post processing

py-soap-wsse

Python SOAP WSSE library

python-zeep

A modern/fast python SOAP client based on lxml / requests

Retro-Learning-Environment

The Retro Learning Environment (RLE) -- a learning framework for AI

rl_testbed