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301 search results found

Awesome Deep Learning Papers ⭐ 24,903

The most cited deep learning papers

Applied Ml ⭐ 24,828

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

Awesome Pytorch List ⭐ 14,715

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Papers with code. Sorted by stars. Updated weekly.

Qlib ⭐ 13,295

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

Transferlearning ⭐ 12,494

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Cvpr2023 Paper Code Interpretation ⭐ 12,148

cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2 论文/代码/解读/直播合集，极市团队整理

3d Machine Learning ⭐ 8,647

A resource repository for 3D machine learning

Daily Paper Computer Vision ⭐ 5,559

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

Arxivtimes ⭐ 3,709

repository to research & share the machine learning articles

Best_ai_papers_2022 ⭐ 3,200

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

Ad Papers ⭐ 3,009

Papers on Computational Advertising

Deep Learning Papers ⭐ 2,954

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

Best_ai_papers_2021 ⭐ 2,899

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

[CVPR2020] Adversarial Latent Autoencoders

Annotated_research_papers ⭐ 2,565

This repo contains annotated research papers that I found really good and useful

Literaturedl4graph ⭐ 2,456

A comprehensive collection of recent papers on graph deep learning

Tabnet ⭐ 2,386

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

Awesome System For Machine Learning ⭐ 2,244

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

Papers ⭐ 2,239

Summaries of machine learning papers

Awesome Community Detection ⭐ 2,232

A curated list of community detection research papers with implementations.

Best_ai_paper_2020 ⭐ 2,157

A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code

Papers Literature Ml Dl Rl Ai ⭐ 1,798

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

Abigsurvey ⭐ 1,788

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Data Augmentation Review ⭐ 1,499

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

Awesome Pytorch List Cnversion ⭐ 1,426

Awesome-pytorch-list 翻译工作进行中......

Capsule Networks ⭐ 1,419

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

Awesome Interaction Aware Trajectory Prediction ⭐ 1,417

A selection of state-of-the-art research materials on trajectory prediction

Nlp_paper_summaries ⭐ 1,372

✍️ A carefully curated list of NLP paper summaries

Awesome Self Supervised Gnn ⭐ 1,356

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

Awesome Embedding Models ⭐ 1,329

A curated list of awesome embedding models tutorials, projects and communities.

Machine Learning Asset Management ⭐ 1,159

Machine Learning in Asset Management (by @firmai)

Graph Fraud Detection Papers ⭐ 1,148

A curated list of graph-based fraud, anomaly, and outlier detection papers & resources

Awesome Fl ⭐ 1,103

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

Paperai ⭐ 1,023

📄 🤖 Semantic search and workflows for medical/scientific papers

Learning Deep Learning ⭐ 943

Paper reading notes on Deep Learning and Machine Learning

Awesome Gradient Boosting Papers ⭐ 930

A curated list of gradient boosting research papers with implementations.

Awesome Interpretable Machine Learning ⭐ 856

Dl Nlp Readings ⭐ 847

My Reading Lists of Deep Learning and Natural Language Processing

Awesome Relation Extraction ⭐ 831

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

Awesome Sentiment Analysis ⭐ 770

😀😄😂😭 A curated list of Sentiment Analysis methods, implementations and misc. 😥😟😱😤

Papers With Annotations ⭐ 744

Research papers with annotations, illustrations and explanations

📝 This repository recorded my NLP journey.

Ml University ⭐ 710

Machine Learning Open Source University

Hate Speech And Offensive Language ⭐ 698

Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017

Machinelearning ⭐ 684

Machine learning resources，including algorithm, paper, dataset, example and so on.

Awesome Question Answering ⭐ 658

Resources, datasets, papers on Question Answering

Awesome Active Learning ⭐ 634

A curated list of awesome Active Learning

Diffwave ⭐ 628

DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.

[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"

Macrobase ⭐ 590

MacroBase: A Search Engine for Fast Data

Tensorflow Value Iteration Networks ⭐ 544

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

📎 Summaries of papers on deep learning

Awesome Monte Carlo Tree Search Papers ⭐ 537

A curated list of Monte Carlo tree search papers with implementations.

Keras Mmoe ⭐ 529

A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)

Csinva.github.io ⭐ 515

Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.

Cool Fashion Papers ⭐ 512

👔👗🕶️🎩 Cool resources about Fashion + AI! (papers, datasets, workshops, companies, ...) (constantly updating)

A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering

Awsome Deep Learning For Video Analysis ⭐ 507

Papers, code and datasets about deep learning and multi-modal learning for video analysis

Data Science Learning Resources ⭐ 499

A collection of data science and machine learning resources that I've found helpful (I only post what I've read!)

Awesome Federated Learning ⭐ 482

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

Collection of papers

Survey Computer Vision 2020 ⭐ 452

2020-2021年计算机视觉综述论文分方向整理

Awesome Federated Computing ⭐ 448

📚 👓 A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

Must Read Papers For Ml ⭐ 446

Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

Awesome 3d Object Detection ⭐ 437

Papers, code and datasets about deep learning for 3D Object Detection.

Healthcare_ml ⭐ 426

A curated list of ML|NLP resources for healthcare.

Capsnet Pytorch ⭐ 409

PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules

Awesome Computer Vision Paper List ⭐ 399

This repository contains all the papers accepted in top conference of computer vision, with convenience to search related papers.

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

I categorize, annotate and write comments for all research papers I read (340+ papers since 2018).

Causal Ml ⭐ 376

Must-read papers and resources related to causal inference and machine (deep) learning

Awesome Ocr Resources ⭐ 368

A collection of resources (including the papers and datasets) of OCR (Optical Character Recognition).

Bestofml ⭐ 350

The best resources around Machine Learning

Linformer Pytorch ⭐ 323

My take on a practical implementation of Linformer for Pytorch.

OptNet: Differentiable Optimization as a Layer in Neural Networks

Awesome Graph Attack Papers ⭐ 315

Adversarial attacks and defenses on Graph Neural Networks.

Python package for causal discovery based on LiNGAM.

Hepml Livingreview ⭐ 293

Living Review of Machine Learning for Particle Physics

Awesome List Of Awesomes ⭐ 292

A curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.

Nlp Natural Language Processing ⭐ 289

Projects and useful articles / links

Awesome Nlp Sentiment Analysis ⭐ 275

📖 收集NLP领域相关的数据集、论文、开源实现，尤其是情感分析、情绪原因识别、评价对象和评价词抽取方面。

Learning Papers ⭐ 267

Landmark Papers in Machine Learning

summary of ML papers I've read

Dl4math ⭐ 258

Resources of deep learning for mathematical reasoning (DL4MATH).

Awesome Ai Papers ⭐ 250

A curated list of the most impressive AI papers

Rlgraph ⭐ 241

RLgraph: Modular computation graphs for deep reinforcement learning

Wavegrad ⭐ 239

A fast, high-quality neural vocoder.

Awesome Privacy ⭐ 234

Repository for collection of research papers on privacy.

Good Papers ⭐ 231

I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers

Transfer Learning Materials ⭐ 227

resource collection for transfer learning!

Pro Gnn ⭐ 213

Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"

Rtdl Num Embeddings ⭐ 212

(NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning

[CVPR'16] Staple: Complementary Learners for Real-Time Tracking"

For calculating global feature importance using Shapley values.

Code for the paper "Evolved Policy Gradients"

Reservoircomputing.jl ⭐ 192

Reservoir computing utilities for scientific machine learning (SciML)

Representation Learning On Heterogeneous Graph ⭐ 178

Representation-Learning-on-Heterogeneous-Graph

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