Cecile LiuinAnalytics VidhyaSemi-supervised learning (note of ML class of Hung-Yi Lee)study notes of semi-supervised learning lectureFeb 5, 20201Feb 5, 20201
Cecile LiuJava : Thread — 1I try to figure out thread in java, therefore I grab a book , study and take a note here. My note will include 6 sections which are: 1…Aug 31, 2019Aug 31, 2019
Cecile LiuData processing — 1: pd.read_csv()Recently I have chance to deal with structured/semi-structured data(definition), and it’s a whole new world to me. Therefore I decide to…Aug 30, 2019Aug 30, 2019
Cecile LiuWhy LSTM cannot prevent gradient exploding?There are many opinions online related to gradient-vanishing/gradient-exploding in LSTM. Some say that LSTM can prevent both from…Jun 26, 2019Jun 26, 2019
Cecile LiuIntro — BERT: Pre-training of Deep Bidirectional Transformers for Language UnderstandingReferences: https://spaces.ac.cn/archives/4122 https://www.jiqizhixin.com/articles/2018-12-10-8 http://jalammar.github.io/illustrated-bert/Jun 12, 2019Jun 12, 2019
Cecile Liu(Eng version)Train your own SSD MobileNet object detection model on Windows 10Chinese version: https://medium.com/@CecileLiu/train-your-own-ssd-mobilenet-object-detection-model-on-windows-10-931208218344May 31, 20191May 31, 20191
Cecile LiuOpenAI gpt & Math of Language ModelingA good openAI gpt-2 reading site …May 29, 2019May 29, 2019
Cecile Liu3D world — PointNetThere are many classification, detection and segmentation algorithms for 2D images/videos. However, 3D images is more realistic and can…May 5, 2019May 5, 2019