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100-days-of-ml-code

100 Days of ML Coding

ac-library

AtCoder Library

ad-papers

Papers on Computational Advertising

adabelief-optimizer

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

adabound

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

adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

adversarial_personalized_ranking

Adversarial Learning, Matrix Factorization, Recommendation

advisor

Open-source implementation of Google Vizier for hyper parameters tuning

algorithm-datastructures

Implementations of Algorithms and Data Structures

annotated-transformer

An annotated implementation of the Transformer paper.

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

aoapc-bac2nd

Source codes for book <<<BeginningAlgorithmContests>> Second edition

attentional-neural-factorization-machine

Attention,Factorization Machine, Deep Learning, Recommender System

attentional_factorization_machine

TensorFlow Implementation of Attentional Factorization Machine

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-cv

:page_facing_up: Awesome CV is LaTeX template for your outstanding job application

awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

awesome-system-design

A curated list of awesome System Design (A.K.A. Distributed Systems) resources.

baidu-allreduce

baselines-rudder

RUDDER for ATARI games with delayed rewards in OpenAI Baselines package

benchmarking-gnns

Repository for benchmarking graph neural networks

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bigdl

BigDL: Distributed Deep Learning Library for Apache Spark

brain-tokyo-workshop

🧠🗼

brpc

Industrial-grade RPC framework used throughout Baidu, with 1,000,000+ instances and thousands kinds of services, called "baidu-rpc" inside Baidu.

byteps

A high performance and general framework for distributed training

caffe

Caffe: a fast open framework for deep learning.

causalml

Uplift modeling and causal inference with machine learning algorithms

chinese-llama-alpaca-2

中文LLaMA-2 & Alpaca-2大模型二期项目 + 16K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs, including 16K long context models)