neilliang90 Goto Github PK

adabelief-optimizer

Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

asy_quasi_newton

attention-is-all-you-need-pytorch

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

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

awesome-awesome-machine-learning

A curated list of awesome lists across all machine learning topics. | 机器学习/深度学习/人工智能一切主题 (学习范式/任务/应用/模型/道德/交叉学科/数据集/框架/教程) 的资源列表汇总。

awesome-federated-learning

resources about federated learning and privacy in machine learning

awesome-system-for-machine-learning

A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

big-data-analytics-with-spark

Sparkcode for NYC taxi data

bypass-paywalls-chrome

Bypass Paywalls web browser extension for Chrome and Firefox.

competitive-recsys

A collection of resources for Recommender Systems (RecSys)

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

conference-acceptance-rate

Statistics of acceptance rate for the main AI conference

cpp

cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

cs-xmind-note

计算机专业课（408）思维导图和笔记：计算机组成原理（第五版 王爱英），数据结构（王道），计算机网络（第七版 谢希仁），操作系统（第四版 汤小丹）

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning-tensorflow

dockerfile_star_gcn

dp-fedsgd-ht

error-feedback-sgd

SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847

examples

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

fedavgpy

On the Convergence of FedAvg on Non-IID Data

federated

A framework for implementing federated learning

federated-learning

fedprox

Federated Optimization in Heterogeneous Networks (MLSys '20)

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

leaf

Leaf: A Benchmark for Federated Settings