yitongcu Goto Github PK

bayes-machine-learning_cu

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning

cbhg-architect-end2end-speech-synthesis

Tensorflow Implementation for CBHG in Tacotron, and end2end speech synthesis

codinginterviewchinese2

《剑指Offer》第二版源代码

cs231n

Credited to course offered by Stanford University CS231N, build NN,CNN,RNN from Scratch

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-paraphrase

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt

duel-staged-attention-for-nyc-weather-prediction

Dual Staged Attention Model for Time Series prediction

movie-recommendation

This is a scene-based movie recommendation system. In the movie level, the input is a text of movie descriptions. In the scene-level, the input is zip file including images to represent a scene.

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

reco-papers

Classic papers and resources on recommendation

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rl_gym

RL Playing Ground

rl_tensorflow

Credited to blog https://medium.com/@awjuliani/super-simple-reinforcement-learning-tutorial-part-1-fd544fab149#.q89ktwjjd.

semisupervised_vae

Replication of Semi-Supervised Learning with Deep Generative Models

sqlnet

Neural Network for generating structured queries from natural language.

style-transfer-by-dnn

Constructed a pipeline with Deep Learning and Invariance Style Loss to transform image to works of art as achieved by PRIMSA

style-transfer-final-project

Constructed a pipeline with Deep Learning and Invariance Style Loss to transform image to works of art as achieved by PRIMSA

variational-recurrent-autoencoder-tensorflow

A tensorflow implementation of "Generating Sentences from a Continuous Space"