April Liu 's repositories
Learning_Progress
this just records what I learnt each day
aas
Code to accompany Advanced Analytics with Spark from O'Reilly Media
awesome-text-summarization
A curated list of resources dedicated to text summarization
awesome-text-summarization-1
The guide to tackle with the Text Summarization
cnn-hierarchical-network-for-document-classification
This repository contains the implementation of paper "Convolutional Neural and Hierarchical Attention Networks for document classification"
DeepRL-Agents
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
dpgan
Source code of paper "Differentially Private Generative Adversarial Network"
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
MachineLearningNotebooks
Use the example notebooks in this repo to explore the Azure Machine Learning service.
MLADS2019
Notebook and data for MLADS 2019
NAB
The Numenta Anomaly Benchmark
nlp
Natural Language Processing Best Practices & Examples
planet
Deep Planning Network: Control from pixels by latent planning with learned dynamics
pomegranate
Fast, flexible and easy to use probabilistic modelling in Python.
pysc2
StarCraft II Learning Environment
pyscan
An anomaly detection framework for large data sets.
pytext
A natural language modeling framework based on PyTorch
pytorch-seq2seq
An open source framework for seq2seq models in PyTorch.
pytorch-seq2seq-1
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
SIF
sentence embedding by Smooth Inverse Frequency weighting scheme
spark-deep-learning
Deep Learning Pipelines for Apache Spark