Weidong Xu's repositories
cs294-112_hws
My solution to assignments in UC Berkeley CS294-112: Deep Reinforcement Learning
Coursera-Bioinformatics
My solution to Bioinformatics Specialization (Finding Hidden Messages in DNA; Genome Sequencing; Comparing Genes, Proteins, and Genomes; Molecular Evolution; Genomic Data Science and Clustering; Finding Mutations in DNA and Proteins; Bioinformatics Capstone: Big Data in Biology)
Dropout_Tutorial_in_PyTorch
Dropout as Regularization and Bayesian Approximation
Coursera_Data_Structures_and_Algorithms_Specialization
My solution to Data Structures and Algorithms Specialization (Algorithmic Toolbox; Data Structures; Algorithms on Graphs; Algorithms on Strings; Advanced Algorithms and Complexity; Genome Assembly Programming Challenge)
15-213_labs
My solution to labs for self-study students in CS:APP3e.
cs231n_hws
My solution to assignments in Stanford CS231n: Convolutional Neural Networks for Visual Recognition (Spring 2018)
Movie_Classification
Deep Learning for Movie Genre Classification (RNN; CNN; combined network)
cs131_notes
Class notes for CS 131.
cs207_Weidong_Xu
https://github.com/IACS-CS-207/cs207-F17
Recommender_Systems
Recommender systems, a celebration of collaborative filtering and content filtering
ac209b
https://github.com/cs109/2018-cs109b
cs224n_hws
My solution to assignments in Stanford CS224n: Natural Language Processing with Deep Learning (Winter 2018)
cs231n.github.io
Public facing notes page
Open-Mapping-At-Facebook
Documentation for Open Mapping At Facebook
torchrec
Pytorch domain library for recommendation systems