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Tommy Shen
Multi-model Sentiment Analysis
Fine-tuned BERT block for multimodel classification task.
UCB CS285: Deep Reinforcement Learning
Replication of classical reinforcement learning algorithms
CMU 10-414/714: Deep Learning Systems
Learning how to implement a MLsys like pytorch
Stanford CS224n: Natural Language Processing
Every NLPer should take this course
ECNU DaSE: Algorithms for Data Science and Engineering
Course Overview for ADS from ECNU
SGD-Based Regularized Matrix Factorization for Recommendation System
An implementation of SGD and Regularized Matrix Factorization
Robust PCA for Image Compression
An improved method for naive PCA
Multi-Probe LSH for Mining Co-Author Relationship
Implement Multi-Probe LSH algorithm
Root Cause Analysis (RCA) for Self-Driving Accident Detection
Improve pruning method for combination tree search