KaiKang's repositories
awesome-algorithm
LeetCode, HackRank, 剑指offer, classic algorithm implementation
a-PyTorch-Tutorial-to-Image-Captioning
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
AWESOME-FER
A reading list of top Conferences & Journals, focused on facial expression recognition (FER), facial action unit (FAU) recognition and other emotion-related papers.
CenterFace
face detection
ctr_Keras
LR, Wide&Deep, DCN, NFM, DeepFM, NFFM
Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
DenseBox
Implemention of Baidu's DenseBox used for multi-task learning of object detection and landmark(key-point) localization 用PyTorch实现了百度的DenseBox并针对任意宽高比矩形(不仅限于方形)的目标检测做了优化，不仅可以输出关键点的热力图(heatmap)而且可以输出每个bbox对应关键点坐标
DQN
DQN with proportional and rank-based prioritized replay
drl-rpn-tf
Official Tensorflow implementation of drl-RPN: Deep Reinforcement Learning of Region Proposal Networks (CVPR 2018 paper)
Emotion-FAN
ICIP 2019: Frame Attention Networks for Facial Expression Recognition in Videos
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
ferattention
FERAtt: Facial Expression Recognition with Attention Net
fm-for-online-recommendation
Factorization Machine model and its variations for recommendation systems
huxpro.github.io
My Blog / Jekyll Themes / PWA
lihang_book_algorithm
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
mxnet_mtcnn_face_detection
MTCNN face detection
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
pytorch-distributed
Ape-X DQN & DDPG with pytorch & tensorboard
pytorch-fm
Factorization Machine models in PyTorch
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Reinforcement-learning-1
Modular implementations of reinforcement learning algorithms with PyTorch
reinforcement-learning-algorithms
This repository contains most of classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, A3C, PPO, TRPO. (More algorithms are still in progress)
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
RL-Adventure
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
sDeepFwFM
Accelerating Inference for Recommendation Systems
startbootstrap-clean-blog-jekyll
A Jekyll version of the Clean Blog theme by Start Bootstrap
tf-drl-rpn-video
Object detection on video using deep reinforcement learning
xinlp
把李航老师《统计学习方法》的后几章的算法都实现了一遍，实现盒子与球的EM算法，扩展到去GMM训练，后来实现了HMM分词（实现了HMM分词的参数训练）和CRF分词（借用CRF++训练的参数模型），最后利用tensorFlow把BiLSTM+CRF实现了，然后为lucene包装了一个XinAnalyzer