peteryang's repositories

ASFF

yolov3 with mobilenet v2 and ASFF

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assignment1

Assignment 1: automatic differentiation

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autumn2019

Public website for the Autumn 2019-2020 offering of Stanford's CS221 (artificial intelligence) class.

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byteps

A high performance and general PS framework for distributed training

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course-v3

The 3rd edition of course.fast.ai

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da-faster-rcnn-PyTorch

An unofficial implementation of 'Domain Adaptive Faster R-CNN for Object Detection in the Wild ’

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darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

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Deep-Learning-with-TensorFlow-book

深度学习开源书,基于TensorFlow 2.0实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

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DeepLearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06

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DLInfBench

CNN model inference benchmarks for some popular deep learning frameworks

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dynet

DyNet: The Dynamic Neural Network Toolkit

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estimator

TensorFlow Estimator

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fastai

The fastai deep learning library, plus lessons and tutorials

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GraphEngine

Microsoft Graph Engine

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machine-learning-programming-assignments-coursera-andrew-ng

Solutions to Andrew NG's machine learning course on Coursera

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machine-learning-systems-design

A booklet on machine learning systems design with exercises

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machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

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models

Models and examples built with TensorFlow

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OpenNMT-py

Open Source Neural Machine Translation in PyTorch

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openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

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pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

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RLexample

Some basic examples of playing with RL

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stanford-cs-221-artificial-intelligence

VIP cheatsheets for Stanford's CS 221 Artificial Intelligence

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Stone-Soup

A software project to provide the target tracking community with a framework for the development and testing of tracking algorithms.

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taichi

Productive programming language for portable, high-performance, sparse & differentiable computing

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tianshou

An elegant, flexible, and superfast PyTorch deep Reinforcement Learning platform.

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tpu

Reference models and tools for Cloud TPUs.

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yousan.ai

Awesome resources of yousan.ai(closely related to deep learning).

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zi2zi

Learning Chinese Character style with conditional GAN

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