KaiKang's repositories
MaxEnt_NER
中文信息处理Lab2_最大熵命名实体识别
mtcnn-pytorch
A face detection algorithm
Pytorch-NMT
PyTorch implementation of "Effective Approaches to Attention-based Neural Machine Translation" using scheduled sampling to improve the parameter estimation process.
show_attend_and_tell_pytorch
Pytorch implement Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
word2vecpy
Python implementation of CBOW and skip-gram word vector models, and hierarchical softmax and negative sampling learning algorithms
FacialEmotionRecognition
Using Extended Cohn-Kanade AU-Coded Facial Expression Database to classify basic human facial emotion expressions using ann
MachineLearning
一些关于机器学习的学习资料与研究介绍
train-lstm-for-video-classification
cnn extract video feature, and put them to lstm to train.
backpropagation
学习反向传播的python3代码
AttentionConvLSTM
"Attention in Convolutional LSTM for Gesture Recognition" in NIPS 2018
ConvLSTM_pytorch
Implementation of Convolutional LSTM in PyTorch.
pytorch-ddpg-naf
Implementation of algorithms for continuous control (DDPG and NAF).
GANimation
GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]
Convolution_LSTM_PyTorch
Multi-layer convolutional LSTM with Pytorch
pytorch-ddpg
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
Visual-Attention-Pytorch
Fine grained image categorization using visual hard attention
self-critical.pytorch
Unofficial pytorch implementation for Self-critical Sequence Training for Image Captioning
emotion_classification
facial expression recognition with Pytorch
video-caption.pytorch
pytorch implementation of video captioning
DQN_pytorch
Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch
recurrent-visual-attention
A PyTorch Implementation of "Recurrent Models of Visual Attention"
ImageCaptioning.pytorch
(Only support pytorch 0.3 now) image captioning codebase in pytorch(finetunable cnn in branch "with_finetune";diverse beam search can be found in 'dbs' branch; self-critical training is under my self-critical.pytorch repository.)
David-Silver-Reinforcement-learning
Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.
Machine-Learning-From-Scratch
常用机器学习的算法简洁实现
AdaptiveAttention
Implementation of "Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning"
simple_crf
simple Conditional Random Field implementation in Python
dqn-prioritized-experience-replay
implement of prioritized experience replay, now just rank-based
3DCNN_HMM
3DCNN_HMM