CristinaMa0917

Defects_Detection_MaskRCNN

Detect mainly three kinds of defects on chips,which are bump,dent and dot at pixel level.

Quant_alphaStrategy

Apply powerful machine learning algorith to win the market

knowledge_augmented_bert

Intern work in Alibaba: Pretrain BERT for text encoding with knowledge augmentation task.

fine-grained_text_classification

Intern work in Alibaba: Classification of search query , altogether 13k query types(categories).In fact, there is a mapping from search query in Taobao to shopping categories..

Leetcode

分类总结各种数据类型的算法题目

MFPPM

Memory Focused Proximal Policy Method for Adaptive Biped Locomotion

Network_Design_Task

Try to build small but efficient networks based on torch

Quant_MarketTrend

Burg algorithm

AndrewCourse

Answer and material for Andrew Ng's course

DeepNeuralNet

Build a deep neural network using numpy

NLP

rl_assignments

Contains my solutions to the assignments posted by denny britz

universal_user_embedding

Intern work in Alibaba: Generate a universal user embedding from the past search queries of that user. The universal user embedding is able to reflect the user's long time interest and short time preference.