cheungdaven Goto Github PK

acktr

A TensorFlow Implementation of "Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation" by Wu et al.

adabound

An optimizer that trains as fast as Adam and as good as SGD.

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

autogluon

AutoGluon: AutoML for Image, Text, and Tabular Data

autogluon-rag

Retrieval-Augmented Generation in 3 Lines of Code!

autosvdpp

Implementation of AutoSVD++ (SIGIR 2017)

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

bigdata-exercises

Exercises for the Big Data lecture (Fall 2020)

cf-uica

Code for "Collaborative Filtering with User-Item Co-Autoregressive Models"

cheungdaven.github.io

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

citation-file-format

The Citation File Format lets you provide citation metadata for software or datasets in plaintext files that are easy to read by both humans and machines.

d2l-book

Books with Jupyter notebooks

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

deeplearning4recommendersystem

deep learning for recommender system

deeprec

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

deeprec-1

Deeprec is a portable, flexible and comprehensive library including a variety of state-of-the-art deep learning based recommendation models.

dssm

fml

Implementation of the IEEE TII paper titled "Unraveling Metric Vector Spaces withFactorization for Recommendation"

gpt-2-pytorch

Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

homepage

homesite

instructionwild

irgan

IRGAN SIGIR paper experimental code

kbc

Tools for state of the art Knowledge Base Completion.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

kgreasoning

Multi-Hop Logical Reasoning in Knowledge Graphs

knowledgegraphembedding

learning-cuda-10-programming

Learning CUDA 10 Programming, published by Packt

leetcode

coding practice