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weiqiao's Projects

cs228-notes icon cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

cs229t icon cs229t

Statistical Learning Theory (CS229T) Lecture Notes

cs231n_hws icon cs231n_hws

My solution to assignments in Stanford CS231n: Convolutional Neural Networks for Visual Recognition (Spring 2018)

cs280miniplaces icon cs280miniplaces

Homework 3 for Berkeley CS 280: our version of the MIT Mini Places challenge

cs294-112_hws icon cs294-112_hws

My solution to assignments in UC Berkeley CS294-112: Deep Reinforcement Learning

cyclegan icon cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

datasciencecoursera icon datasciencecoursera

Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.

deepvo icon deepvo

DeepVO for Visual Odometry Implementation using Tensorflow

densenet icon densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

detr icon detr

End-to-End Object Detection with Transformers

dnd-lstm icon dnd-lstm

A pytorch implementation of LSTM cell with a differentiable neural dictionary, based on Ritter et al. (2018). Been There, Done That: Meta-Learning with Episodic Recall.

drqv2 icon drqv2

DrQ-v2: Improved Data-Augmented Reinforcement Learning

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