haohaohaohaohaohaozhang's repositories
60_Days_RL_Challenge
Learn Deep Reinforcement Learning in depth in 60 days
AnomalyDetectionTransformations
A simple and effective method for single-class classification of images
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
Deep-Learning-21-Examples
《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
edward
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
feature-selector
Feature selector is a tool for dimensionality reduction of machine learning datasets
GNNPapers
Must-read papers on graph neural networks (GNN)
graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
Interview-Notebook
:calendar: 准备秋招学习笔记
jupyter
Jupyter metapackage for installation, docs and chat
keras-mdn-layer
An MDN Layer for Keras using TensorFlow's distributions module
MissingImputer
use knn, randomforest, xgboost, lightgbm to fill missing values
ML-Tutorial-Experiment
Coding the Machine Learning Tutorial for Learning to Learn
PRML
PRML algorithms implemented in Python
pytorch_notebooks
tutorial notebooks
rl_learn
我的强化学习笔记和学习材料:book: still updating ... ...
seriesnet
Time series prediction using dilated causal convolutional neural nets (temporal CNN)
spinningup
Spinning Up in Deep RL
SPTAG
A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.
STGCN_IJCAI-18
Spatio-Temporal Graph Convolutional Networks
svise
Accompanying code for "State Estimation of a Physical System without Governing Equations"
TCN
Sequence modeling benchmarks and temporal convolutional networks
transferlearning-tutorial
《迁移学习简明手册》
VisualDL
A platform to visualize the deep learning process.
WorldModels
An implementation of the ideas from this paper https://arxiv.org/pdf/1803.10122.pdf
zhihu
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.