dlperf Goto Github PK

agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

basic_cnns_tensorflow2

A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).

cam2bev

TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.

centernet_tensorflow_wilderface_voc

This is the unofficial implementation of the "CenterNet:Objects as Points".Just a simple try with self-modified shufflenetv2 and yolov3.If you want better results, you need more experiments.

chinese-xlnet

Pre-Trained Chinese XLNet（中文XLNet预训练模型）

class-balanced-loss

Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019

cloud

The TensorFlow Cloud repository provides APIs that will allow to easily go from debugging and training your Keras and TensorFlow code in a local environment to distributed training in the cloud.

clue

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

decoders-chinese-tf2.0

GPT2 training script for Chinese in Tensorflow 2.0

deep-learning-containers

AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.

deeplearning-tensorflow2

本仓库我将使用谷歌TensorFlow2框架逐一复现经典的卷积神经网络：LeNet、AlexNet、VGG系列、GooLeNet、ResNet 系列、DenseNet 系列，以及现在比较经典的目标检测网络、语义分割网络等。

demon

DeMoN: Depth and Motion Network

dlperf.github.io

elasticdl

Kubernetes-native Deep Learning Framework

embedding-as-service

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

etagger

reference tensorflow code for named entity tagging

facenet-and-faceloss-collections-tensorflow2.0

Facenet implemented by tensorflow2.0-keras api and in eager-mode support CenterLoss, LSoftmaxLoss, L2SoftmaxLoss, AMSoftmaxLoss, ASoftmaxLoss, ArcFaceSoftmaxLoss

generative-compression

TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression

google-research

Google Research

gpt-2-tensorflow2.0

OpenAI GPT2 pre-training and sequence prediction implementation in Tensorflow 2.0

gpt-neo

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

gretel-synthetics

Synthetic data generators for structured and unstructured text, featuring differentially private learning.

gsoc

Repository for Google Summer of Code 2019 https://summerofcode.withgoogle.com/projects/#4662790671826944

hub

A library for transfer learning by reusing parts of TensorFlow models.

inpainting_gmcnn

Image Inpainting via Generative Multi-column Convolutional Neural Networks, NeurIPS2018

keras

Deep Learning for humans

kglib

Grakn Knowledge Graph Library (ML R&D)

lambda-packs

Precompiled packages for AWS Lambda