Dongmin Wu (DongminWu)

DongminWu

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Location:China

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Dongmin Wu's starred repositories

awesome-programming-books

📚 经典技术书籍推荐,持续更新...

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LeetCodeAnimation

Demonstrate all the questions on LeetCode in the form of animation.(用动画的形式呈现解LeetCode题目的思路)

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NER

基于tensorflow深度学习的中文的命名实体识别

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handtracking

Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow

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awesome-hand-pose-estimation

Awesome work on hand pose estimation/tracking

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denseReg

3D hand pose estimation via dense regression

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V2V-PoseNet_RELEASE

Official Torch7 implementation of "V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map", CVPR 2018

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Hand-Gesture-Recognition-Using-Background-Elllimination-and-Convolution-Neural-Network

Hand Gesture Recognition using Convolution Neural Network built using Tensorflow, OpenCV and python

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RealTime3DPoseTracker-OpenPose

Real time 3D pose tracking and Hand Gesture Recognition using OpenPose, Python Machine Learning Toolkits, Realsense and Kinect libraries.

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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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tslearn

The machine learning toolkit for time series analysis in Python

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NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

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python-windows-tiler

Simple tiling window manager written in Python intended for Windows XP/7

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models

Models and examples built with TensorFlow

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weirdMath

some examples of "high math" that we can play with

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deep-text-corrector

Deep learning models trained to correct input errors in short, message-like text

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DeepLearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

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jupyter-themes

Custom Jupyter Notebook Themes

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deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings

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keras-seq2seq-example

Toy Keras implementation of a seq2seq model with examples.

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ailearning

AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

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gans-awesome-applications

Curated list of awesome GAN applications and demo

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VaDE

Python code for paper - Variational Deep Embedding : A Generative Approach to Clustering

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tensorbayes

Deep variational inference in tensorflow

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segmentation

Tensorflow implementation : U-net and FCN with global convolution

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reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

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SpaceInvaders--v0

Playing around with OpenAI gym. Just experimenting, no serious competition intended.

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DeepRL-Agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

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reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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Atari

1-step Q Learning from the paper "Asynchronous Methods for Deep Reinforcement Learning"

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