Yuanyuan Zhang's repositories
AdamW-and-SGDW
Fixing Weight Decay Regularization in Adam
AlphaZero_Gomoku
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
Arnold
Arnold - DOOM Agent
catboost
CatBoost is an open-source gradient boosting on decision trees library with categorical features support out of the box for Python, R
CondenseNet
CondenseNet: Light weighted CNN for mobile devices
DeepQA
My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot
eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
emacs-bootstrap
Your on-the-fly Emacs development environment.
faceswap
Non official project based on original /r/Deepfakes thread. Many thanks to him!
fastai
The fast.ai deep learning library, lessons, and tutorials
Information-Extraction-Chinese
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
kaggle-web-traffic
1st place solution
MatchZoo
MatchZoo is a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models.
MMdnn
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK and PyTorch.
MUSE
A library for Multilingual Unsupervised or Supervised word Embeddings
nips-ad-placement-challenge
The winning solution to the Ad Placement Challenge (NIPS'17 Causal Inference and Machine Learning Workshop)
OpenNMT-tf
Open Source Neural Machine Translation in TensorFlow
ray
A high-performance distributed execution engine
Scala-Algorithms
Scala translations of Robert Sedgewick's Java Algorthms
seq2seq
Sequence to Sequence Learning with Keras
simdkalman
Python Kalman filters vectorized as Single Instruction, Multiple Data
skpro
Supervised domain-agnostic prediction framework for probabilistic modelling
SMAC3
Sequential Model-based Algorithm Configuration
sru
Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)
text
Data loaders and abstractions for text and NLP
textnet-model
The models run on Textnet.
TSNE-Embedding-Visualisation
A Simple and easy to use way to Visualise Embeddings!
Wordbatch
Parallel text feature extraction for machine learning