Trueyellow

Interview-code-practice-python

面试题

Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

defer

neural_renderer

A PyTorch port of the Neural 3D Mesh Renderer

vaex

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

recsys2019

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

pytorch-styleguide

An unofficial styleguide and best practices summary for PyTorch

DPR

Code for Deep Single-image Portrait Image Relighting

OpenD2

A project to open source Diablo 2.

condensa

Programmable Neural Network Compression

arap

as-rigid-as-possible (arap) maya deformer, in python

Guided-pix2pix

[ICCV 2019] Guided Image-to-Image Translation with Bi-Directional Feature Transformation

eos

A lightweight 3D Morphable Face Model library in modern C++

spherical-harmonics

Spherical harmonics library

cp-vton

Reimplemented code for "Toward Characteristic-Preserving Image-based Virtual Try-On Network"

pix2pixSC

Official PyTorch Implementation of "Example-Guided Style-Consistent Image Synthesis from Semantic Labeling" - CVPR 2019

UGATIT

Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020)

DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

GAN_stability

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

pytorch-fid

Compute FID scores with PyTorch.

UGATIT-pytorch

Official PyTorch implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation

style-based-gan-pytorch

Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch

stylegan

StyleGAN - Official TensorFlow Implementation

SC-FEGAN

SC-FEGAN : Face Editing Generative Adversarial Network with User's Sketch and Color (ICCV2019)

accimage

high performance image loading and augmenting routines mimicking PIL.Image interface

inplace_abn

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs

contrib

Implementations of ideas from recent papers

RecSys2019_DeepLearning_Evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.