ShusenTang

WriteLikeYou. Code for paper Write Like You.

RecSysPapers. 推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

RSPapers. RSTutorials: A Curated List of Must-read Papers on Recommender System.

Maccy. Lightweight clipboard manager for macOS

ifl-tpp. Implementation of "Intensity-Free Learning of Temporal Point Processes" (Spotlight @ ICLR 2020)

Music-SketchNet. ISMIR 2020 Paper repo: Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm

decoupled-style-descriptors. Code and data for ECCV 2020 paper Generating Handwriting via Decoupled Style Descriptors

deepsvg. [NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.

sketch-rnn-flowchart. trained sketch-rnn / deployed with sketch-rnn-js on flowchart dataset

hw_gan. PyTorch implementation of the article "Generative Adversarial Network for Handwritten Text"

Reco-papers. Classic papers and resources on recommendation

Ad-papers. Papers on Computational Advertising

transformer-xl. Python

Attr2Font. [SIGGRAPH 2020] Attribute2Font: Creating Fonts You Want From Attributes

longformer. Longformer: The Long-Document Transformer

DeepMatch. A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

PolyEncoder. An unofficial implementation of Poly-encoder (Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring)

miniflow. Minimal numerical computation library with TensorFlow APIs

simpleflow. A simple TensorFlow-like graph computation framework in Python for learning purpose

sketch-transformerMMD. [Siggraph Asia, 2020] sketch-transformerMMD: An Improved Sketch Generation Model [Publication: Pixelor: A Competitive Sketching AI Agent. So you think you can beat me?

fucking-algorithm. Crack LeetCode, not only how, but also why.

Statistical-Learning-Method_Code. 手写实现李航《统计学习方法》书中全部算法

statistical-learning. 《统计学习方法》李航 c++实现，包含书中例题，新手练习c++,希望指正.

mlpack. mlpack: a fast, header-only C++ machine learning library

myLearn. machine learning algorithm

machine_learning. Frequently used machine learning algorithms implemented in C++

self-supervised_learning_sketch. self-supervised learning, deep learning, representation learning, RotNet, temporal convolutional network(TCN), deformation transformation, sketch pre-train, sketch classification, sketch retrieval, free-hand sketch, official code of paper "Deep Self-Supervised Representation Learning for Free-Hand Sketch"

Sketch-RNN-GAN. GAN fasion of Sketch RNN

multigraph_transformer. IEEE TNNLS 2021, transformer, multi-graph transformer, graph, graph classification, sketch recognition, sketch classification, free-hand sketch, official code of the paper "Multi-Graph Transformer for Free-Hand Sketch Recognition"

InsightFace-tensorflow. Tensoflow implementation of InsightFace (ArcFace: Additive Angular Margin Loss for Deep Face Recognition).

SphereFace. 🍑 TensorFlow Code for CVPR 2017 paper "SphereFace: Deep Hypersphere Embedding for Face Recognition"

video-to-pose3D. Convert video to 3D pose in one-key.

Dive-into-DL-TensorFlow2.0. 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

sdtw_pytorch. Implementation of soft dynamic time warping in pytorch

dlwpt-code. Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

Deep-Learning-with-PyTorch-Chinese. 本仓库将PyTorch官方书籍《Deep learning with PyTorch》（基本摘录版）翻译成中文版并给出可运行的相关代码。

S-LSTM-GAN-MNIST. This repository contains the source for the paper "S-LSTM-GAN: Shared recurrent neural networks with adversarial training"

tacotron. A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial)

d2l-tvm. Dive into Deep Learning Compiler

graphics. TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

RAdam. On the Variance of the Adaptive Learning Rate and Beyond

torchcv. TorchCV: A PyTorch-Based Framework for Deep Learning in Computer Vision

Real-Time-Voice-Cloning. Clone a voice in 5 seconds to generate arbitrary speech in real-time

V2rayU. V2rayU,基于v2ray核心的mac版客户端,用于科学上网,使用swift编写,支持trojan,vmess,shadowsocks,socks5等服务协议,支持订阅, 支持二维码,剪贴板导入,手动配置,二维码分享等

iptv. Collection of publicly available IPTV channels from all over the world

DeepCTR-Torch. 【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

Awesome-Sketch-Synthesis. :books: A collection of papers about Sketch Synthesis (Generation).

cycle_gan_vc. Reproducing PARALLEL-DATA-FREE VOICE CONVERSION USING CYCLE-CONSISTENT ADVERSARIAL NETWORKS (https://arxiv.org/pdf/1711.11293.pdf)

autovc. AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss

a-PyTorch-Tutorial-to-Object-Detection. SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

pytorch-seq2seq. Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

trellisnet. [ICLR'19] Trellis Networks for Sequence Modeling

AGIS-Net. [SIGGRAPH Asia 2019] Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning

BDC2019. 2019中国高校计算机大赛——大数据挑战赛 第三名解决方案

the-art-of-command-line. Master the command line, in one page

Text-Similarity. Text-Similarity Method in Pytorch

stcn. STCN: Stochastic Temporal Convolutional Networks

reexamine-srnn. Python

SWaveNet. Python

Tencent2019_Preliminary_Rank1st. The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.

cnn-lstm-bilstm-deepcnn-clstm-in-pytorch. In PyTorch Learing Neural Networks Likes CNN、BiLSTM

BERT-pytorch. Google AI 2018 BERT pytorch implementation

Stroke-basedCharacterReconstruction. Stroke-based Character Reconstruction ---> https://arxiv.org/abs/1806.08990

ICCV2019-LearningToPaint. ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning

pytorch-handbook. pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

transformers. 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Style-Transfer-in-Text. Paper List for Style Transfer in Text

image-attribute-editing-papers. 👦<->👨<->👩<->👵, A collection of attribute editing papers. (Feel free to submit PR)

tianchi_OGeek. 在搜索业务下有一个场景叫实时搜索（Instance Search）,就是在用户不断输入过程中，实时返回查询结果。 此次赛题来自OPPO手机搜索排序优化的一个子场景，并做了相应的简化，意在解决query-title语义匹配的问题。简化后，本次题目内容主要为一个实时搜索场景下query-title的ctr预估问题。

loudml. Loud ML is the first open-source AI solution for ICT and IoT automation

kaggle-quora-question-pairs. Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)

ctrNet-tool. This's the tool for CTR, including FM, FFM, NFFM and so on.

Tencent2018_Lookalike_Rank7th. The code for 2018 Tencent College Algorithm Contest, and the online result ranks 7th.

fastText. Library for fast text representation and classification.

donut. WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications

LeetCodeAnimation. Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路,完整单步/回看/变速/语音讲解在 algomooc.com）

awesome-TS-anomaly-detection. List of tools & datasets for anomaly detection on time-series data.

MoChA-pytorch. PyTorch Implementation of "Monotonic Chunkwise Attention" (ICLR 2018)

dtw. DTW (Dynamic Time Warping) python module

awesome-anomaly-detection. A complete list of papers on anomaly detection.

aiops-handbook. Collection of slides, repositories, papers about AIOps

awesome-AIOps. AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star

simple-faster-rcnn-pytorch. A simplified implemention of Faster R-CNN that replicate performance from origin paper

CDCS. Chinese Data Competitions' Solutions

tensor2tensor. Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Awesome-Noah. :octocat: AI圈Noah plan-AI数据竞赛Top可复现解决方案(Awesome Top Solution List of Excellent AI Competitions)

the-incredible-pytorch. The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

pytorch-book. PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

practical-pytorch. Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

code-of-learn-deep-learning-with-pytorch. This is code of book "Learn Deep Learning with PyTorch"

Dive-into-DL-PyTorch. 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

pytorch-softdtw. An implementation of SoftDTW for PyTorch.

DeepCTR. Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

LeetCode. LeetCode solutions with Chinese explanation & Summary of classic algorithms.

kaggle-doodle-recognition. kaggle Quick, Draw! Doodle Recognition Challenge 代码

ganhacks. starter from "How to Train a GAN?" at NIPS2016

tensorflow-GANs. 各类GAN综合在一起，借鉴了hwalsuklee大神的

gans-awesome-applications. Curated list of awesome GAN applications and demo

generative-models. Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

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

the-gan-zoo. A list of all named GANs!

RGAN. Recurrent (conditional) generative adversarial networks for generating real-valued time series data.

c-rnn-gan. Implementation of C-RNN-GAN.

wtfpython-cn. wtfpython的中文翻译/持续🚧.../ 能力有限，欢迎帮我改进翻译

free-programming-books. :books: Freely available programming books

keras-applications. Reference implementations of popular deep learning models.

TensorFlow-Course. :satellite: Simple and ready-to-use tutorials for TensorFlow

pytorch. Tensors and Dynamic neural networks in Python with strong GPU acceleration

awesome-machine-learning. A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-computer-vision. A curated list of awesome computer vision resources

Student-resources. 本文介绍的是利用学生、教职工身份可以享受到的相关学生优惠、教育优惠或教师优惠的权益，但也希望各位享受权利的同时不要忘记自己的义务，不要售卖、转手自己的学生优惠、教育优惠的资格，使得其他同学无法受益。

MachineLearningTrick. Machine Learning Trick : GBDT_Feature Blending Stacking CascadeForest

awesome-deep-learning-papers. The most cited deep learning papers

awesome-deep-learning. A curated list of awesome Deep Learning tutorials, projects and communities.

pix2pix. Image-to-image translation with conditional adversarial nets

LeetCode. :pencil2: LeetCode solutions in C++ 11 and Python3

hands-on-ml-zh. :book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】

handwriting-synthesis. Handwriting Synthesis with RNNs ✏️

magenta. Magenta: Music and Art Generation with Machine Intelligence

tensorflow-build-archived. TensorFlow binaries supporting AVX, FMA, SSE

models. Models and examples built with TensorFlow

pretrained-models.pytorch. Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

imaterialist-furniture-2018. Kaggle competition

tensorboardX. tensorboard for pytorch (and chainer, mxnet, numpy, ...)

xgboost. Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

LightGBM. A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

char-rnn-tensorflow. Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

free-programming-books-zh_CN. :books: 免费的计算机编程类中文书籍，欢迎投稿

Deep-Learning-Papers-Reading-Roadmap. Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Deep-Learning-21-Examples. 《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

sketch-rnn. Multilayer LSTM and Mixture Density Network for modelling path-level SVG Vector Graphics data in TensorFlow

tensorflow-tutorial. Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.

handwriting-generation. Implementation of handwriting generation with use of recurrent neural networks in tensorflow. Based on Alex Graves paper (https://arxiv.org/abs/1308.0850).

ShadowsocksX-NG. Next Generation of ShadowsocksX

shadowsocks_install. Auto install shadowsocks server，thanks 秋水逸冰

ailearning. AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

handson-ml. ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

Coursera-ML-AndrewNg. use numpy, scipy, and tensorflow to implement these basic ML model and learning algorithm

PycharmProjects. python