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dfa-scales-to-modern-deep-learning

Study on the applicability of Direct Feedback Alignment to neural view synthesis, recommender systems, geometric learning, and natural language processing.

dfconvert

Converts dfkernel notebooks to ipykernel notebooks

dfkernel

A kernel to support Python dataflows in the Jupyter Notebook environment

dfp

Reinforcement Learning with Goals

dfw

Implementation of the Deep Frank-Wolfe Algorithm -- Pytorch

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dgraph

Scalable, Distributed, Low Latency Graph Database

diagnose-heart

Solution to win the second Annual Data science bowl

diagonal_rnns

This is the code used in the paper "Diagonal RNNs in Symbolic Music Modeling"

diagram-viz

Simple diagram extraction visualizer

dialogpt

Large-scale pretraining for dialogue

dialogstatetracking

Dialog State Tracking using End-to-End Neural Networks

diconet

difacto

Distributed Factorization Machines

diff-theory-ilp

differentiable-mpc

differentiable-plasticity

Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.

differentiation

Implementing (parts of) TensorFlow (almost) from Scratch

diffrnn

RNN with differentiable structure (number of neurons)

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

diffusion-lm

Diffusion-LM

diffusion-probabilistic-models

Reference implementation for Deep Unsupervised Learning using Nonequilibrium Thermodynamics

dig

Faceted search engine for domain-specific exploration of the Web

digits

Deep Learning GPU Training System

dilation

Dilated Convolution for Semantic Image Segmentation

dim

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

dingetal_sent

diplomacy_searchbot

Code to accompany "Human-Level Performance in No-Press Diplomacy via Equilibrium Search", published at ICLR 2021

diracnets

Training Very Deep Neural Networks Without Skip-Connections

direct-future-prediction-keras

Direct Future Prediction (DFP ) in Keras