🔥 【TODO List】

[zsdonghao]

Contributions are welcome! You are also welcome to make new requests to the community!

Framework

Mission	Contributor	Description	Status
Core	@Laicheng0830 @hanjr92	Core codes of TensorLayerX framework	Maintaining
🔥Distributed training	@hishambarakat16 @QuantumLiu	Platform-agnostic distributed training (model and data parallelism)	Contributions and discussions are welcome
Codes converter		Converting codes of other framework to TensorlayerX	Contributions and discussions are welcome

Contact: hao.dong@pku.edu.cn Dr.Dong

Tools

Mission	Contributor	Description	Status
TLX2ONNX	@Laicheng0830 @hanjr92	TLX models export as onnx format	Developing
OpenIVA	@QuantumLiu	end-to-end intelligent vision analytics development toolkit	Developing
Codes converter		Converting codes of other framework to TensorlayerX	Contributions and discussions are welcome

Contact: laich@pcl.ac.cn @Laicheng0830

Documentations

Mission	Contributor	Description	Status
中文	@QuantumLiu	Chinese docs	Developing
EN			Maintaining
Arabic	@QuantumLiu	Arabic docs	Developing
Russian		Russian docs	Contributions and discussions are welcome

Contact: liuyiliang100@gamil.com WeChat liuyiliang100

CV algorithms

Mission	Contributor	Description	Status
ResNet	@Luka0612	ResNet image classification	Done, maintaining
VGGNet	@Luka0612	VGG Net image classification	Done, maintaining
DETR	@Luka0612	Object detection based on Transformer	Done, maintaining
YOLO V4	@Luka0612	YOLO V4 object detection	Done, maintaining
🔥 PP-YOLO-E	@xxx	Cloud-edge-device integration object detection	Developing
UNET	@Luka0612	Semantic segmentation	Done, maintaining
HRNet	@Luka0612	Human Pose Estimation	Done, maintaining
TROCR	@Luka0612	Transformer-based OCR Character Recognition	Done, maintaining
retinaface	@Luka0612	Face Detection	Done, maintaining
arcface	@Luka0612	Facial feature embedding	Done, maintaining
Face landmark pfld	@xxx	68 facial landmarks	Developing

Contact: liuyiliang100@gamil.com WeChat liuyiliang100

NLP algorithms

Mission	Contributor	Description	Status
T5 NMT	@Luka0612	T5 NMT	Done, maintaining
T5 text classification	@Luka0612	T5 Text classification	Done, maintaining
BERT text classification	@Luka0612	BERT Text classification	Done, maintaining
T5 token classification	@Luka0612	T5 token classification	Done, maintaining
BERT text classification	@Luka0612	BERT token classification	Done, maintaining

Reinforcement Learning Algorithms

Mission	Contributor	Description	Status
RLzoo		Reinforcement Learning Toolkit	Converting to TLX version

Graph Learning

Task	Contributors	Description	Status
Graph Library	@clearhanhui @Theheavens @zsy0828 @dddg617	Graph Library	Finished and Improving

AutoML