nachtsky1077 Goto Github PK

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

ae-kd

assignment1

Assignment 1: automatic differentiation

assignment2-2018

(Spring 2018) Assignment 2: Graph Executor with TVM

atomo

Atomo: Communication-efficient Learning via Atomic Sparsification

autoencoder

Convolutional Autoencoder with SetNet in PyTorch

autoencoders

Torch implementations of various types of autoencoders

awesome-system-for-machine-learning

A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.

bandits

Python library for Multi-Armed Bandits

bmc

Notes on Scientific Computing for Biomechanics and Motor Control

brand_embedding

Generate word embeddings for commercial brand names to study similarity between them.

caltech-cs179

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

clusternet

Deep neural network framework for multiple GPUs

contextualbandits

Python implementations of contextual bandits algorithms

covid-19-tweetids

The repository contains an ongoing collection of tweets IDs associated with the novel coronavirus COVID-19 (SARS-CoV-2), which commenced on January 28, 2020.

cs110

Assignments for Stanford's CS110: Principles of Computer Systems class

cs179

My solutions to cs179 GPU programming labs.

cs224n

notes, slides, assignments and starter code for cs224n

cs229_notes

All of the lecture notes from CS229: Machine Learning

cs344

Introduction to Parallel Programming class code

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

dfencoder

dlsys-course.github.io

Deep learning system course

eecs598

Advanced Topics on Systems for X

evolutionary-autoencoders

Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search (ICML 2018)

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

financial-news-dataset

109,110 news from Reuters.

financialdatasets

SmoothNLP 金融文本数据集(公开) Public Financial Datasets for NLP Researches Only

gn_glove

Learning Gender-Neutral Word Embeddings