Rocio Liu's repositories
bert_chinese_ner
Implementing BERT + CRF with PyTorch for Chinese NER.
awesome-computer-vision
A curated list of awesome computer vision resources
AI-for-Medicine-Specialization
Offered by DeepLearning.AI
AI-for-Trading
Offered by Udacity
AI_News_tracker
crawl news content from website like medium, 科技新報, store in MongoDB, extract information by NLTK
awesome-rl
Reinforcement learning resources curated
Data-Scientist
Nanodegree program offered by Udacity
deep_trader
This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to read tape. The project is dedicated to hero in life great Jesse Livermore.
DeepLearning_Specialization
The assignments of DeepLearning_Specialization
DeepRL-Agents
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
DQN-tensorflow
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
keras-rl
Deep Reinforcement Learning for Keras.
NLP-Specialization
Offered by deeplearning.ai
posner
A toolkit implementing state-of-art models in Chinese word segmentation(CWS), part-of-speech (POS), and Name Entity Recognition(NER).
RL_Specialization
by University of Alberta & Alberta Machine Intelligence Institute
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.