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134 search results found

Ailearning ⭐ 37,934

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

Numerical Linear Algebra ⭐ 9,850

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Course Nlp ⭐ 3,271

A Code-First Introduction to NLP course

Dimensionality_reduction_alo_codes ⭐ 1,949

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

Hyperlearn ⭐ 1,387

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Prince ⭐ 1,161

👑 Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

Tf Recomm ⭐ 882

Tensorflow-based Recommendation systems

Ngram2vec ⭐ 638

Four word embedding models implemented in Python. Supporting arbitrary context features

H2o4gpu ⭐ 421

H2Oai GPU Edition

Svd Loader Ghidra ⭐ 381

Machinelearninginaction Camp ⭐ 273

Al_challenger_2018_sentiment_analysis ⭐ 265

AI Challenger 2018 细粒度用户评论情感分析，排名17th，基于Aspect Level 思路的解决方案

Play With Linear Algebra ⭐ 235

Codes of my MOOC Course <Play with Linear Algebra>. Updated contents and practices are also included. 我在慕课网上的课程《玩转线性代数》示例代码，使用Python语言。课程的更多更新内容及辅助练习也将逐

Letterboxd_recommendations ⭐ 190

Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username

Dynamicgem ⭐ 175

Funk Svd ⭐ 154

⚡ A python fast implementation of the famous SVD algorithm popularized by Simon Funk during Netflix Prize

Keras_compressor ⭐ 152

Model Compression CLI Tool for Keras.

Advertising Algorithm Competition ⭐ 145

2018 腾讯广告算法大赛/IJCAI 阿里妈妈搜索广告转化预测竞赛/讯飞广告营销算法/OGeek

Pycortexmdebug ⭐ 142

A set of GDB/Python-based utilities to make life debugging ARM Cortex M processors a bit easier

Python_for_data_science ⭐ 129

python_for_data_science

Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books and get immediate recommendations🤩

Nba Prediction ⭐ 113

Predict scores of NBA games using regularized matrix completion

Word_embeddings ⭐ 112

Code for the blog post "Making Sense of Word2vec"

mmWave SDK examples based on Batman Kit mmWave Sensor module

Engcomp4_landlinear ⭐ 104

Using computational thinking to get deep insights on the foundations of linear algebra

Ristretto ⭐ 94

Randomized Dimension Reduction Library

A repository for recording the machine learning code

Eigenlanes ⭐ 91

Official code for "Eigenlanes: Data-Driven Lane Descriptors for Structurally Diverse Lanes", CVPR2022

A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).

An Unsupervised Graph-based Toolbox for Fraud Detection

Stable Video Diffusion Webui ⭐ 85

stable-video-diffusion-webui, img to videos| 图片生成视频

Sparselandtools ⭐ 79

✨ A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.

Tf Recsys ⭐ 76

tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow in order to utilize GPU acceleration.

A Python library for learning from dimensionality reduction, supporting sparse and dense matrices.

Python code implementing the power method for Singular Value Decomposition

Recommend ⭐ 63

Python 3.6 下的推荐算法解析，尽量使用简单的语言剖析原理，相似度度量、协同过滤、矩阵分解等

Toutiaocrawler ⭐ 57

今日头条爬虫，主要爬取关键词搜索结果，包含编辑距离算法、奇异值分解、k-means聚类。

a simple yet versatile recommendation systems library in python

A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

A ksvd implementation written in python.

Lyssandra ⭐ 52

A collection of Python tools for feature extraction and image classification using Sparse Coding algorithms.

Cca.pytorch ⭐ 51

CCAs for looking into DNNs

Differentiablesvd ⭐ 51

A collection of differentiable SVD methods and ICCV21 "Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?"

A Python implementation of the Principal Component Pursuit algorithm from arXiv:0912.3599

Sparsesvd ⭐ 48

Python wrapper around SVDLIBC, a fast library for sparse Singular Value Decomposition

Discovery via Eigenbasis Modeling of Uninteresting Data

Machine_learning_in_action_py3 ⭐ 44

Important book about the machine learning algorithms, and introduces the application of those who use these algorithms and tools, and how to use them in a real environment. This book and other books, behind the other books are long on machine learning theory knowledge, the book happened to be more discussion on how to use coded machine learning algorithms.

Machinelearningnote ⭐ 37

用python实现机器学习各种经典算法

Deep K Svd ⭐ 36

Sskd_svd ⭐ 35

Truncated SVD by implicitly restarted Lanczos bidiagonalization for Python Numpy

Time Series Forecasting and Imputation

Tinymind_sex_age ⭐ 34

第二届易观算法大赛—性别年龄预测 (季军🥉), 成员:Fred, Felix

Movie Analysis ⭐ 32

使用机器学习算法的电影推荐系统以及票房预测系统

Recommender_systems ⭐ 30

Recommender Systems Code Exploring Concepts with Surprise and Mlxtend Packages - Code for my blog article

Unsupgenmodbymps ⭐ 29

code for Unsupervised Generative Modeling using Matrix Product States

NTUEE Machine Learning, 2017 Spring

Recommender Systems Samples ⭐ 27

Codes repository for RecSys and DeepLearnig, RecSys and ReinForcement learning and Traditioinal RecSys.

Ecommerce Product Recommendation System ⭐ 25

Product Recommendation System is a machine learning-based project that provides personalized product recommendations to users based on their interaction history, similar users, and also the popularity of products.

Machine Learning ⭐ 25

A repo to explain algorithm in machine learning with CHINESE

This is the official implementation of "Arbitrary-Order Proximity Preserved Network Embedding"(KDD 2018).

Caffesvd ⭐ 24

使用SVD、K-Means、降低权值精度的方法压缩Cifar-10神经网络的全连接层

Power Iteration Svd ⭐ 24

Backpropagation-Friendly-Eigendecomposition

Blur_detection ⭐ 23

Blurred Region Detection using Singular Value Decomposition (SVD)

Code for the paper "Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing"

Obic Gcn ⭐ 22

Open-source codes and annotated datasets in CVEO recent work "Object-based Classification Framework of Remote Sensing Images with Graph Convolutional Networks" on IEEE Geoscience and Remote Sensing Letters.

Linkprediction ⭐ 22

Solution for Tsinghua Data Science Winter School 2017

Recommender System ⭐ 21

In this code we implement and compared Collaborative Filtering algorithm, prediction algorithms such as neighborhood methods, matrix factorization-based ( SVD, PMF, SVD++, NMF), and many others.

Nce_projected_lrec ⭐ 20

Scalable Recommendation Algorithms

Nlp_deeplearning ⭐ 20

Dig into NLP with python and machine/deep learning

Tf-Rec is a python💻 package for building⚒ Recommender Systems. It is built on top of Keras and Tensorflow 2 to utilize GPU Acceleration during training.

Svd Baselines ⭐ 17

This repo is the implementations of the baselines in SVD dataset.

Recommender_test_bench ⭐ 17

Recommender system test bench

Finetune Svd ⭐ 17

Fine tune stable video diffusion(image-to-video model).

Common pre-processing in NLP such as PPMI computation, SVD-based dimensionality reduction, and PLSR-based distribution prediction.

K-SVD Methods for Image Denoising.

Natural Language Processing for Lithuanian language

Recommendation_methods ⭐ 16

个性化推荐模型，主要包括als、als_wr、biaslfm、lfm、nmf、svdpp、基于内容、

CS 324 (Data Mining) final project: efficient regularized SVD/UV-decomposition on large, partial matrices

Pca Svd Autoencoder Fourier Wavelet Transformation For Denoising ⭐ 15

PCA-SVD-Autoencoder-Fourier-Wavelet-Transformation

CRIKit2 is a hyperspectral imaging toolkit formerly known as the coherent Raman imaging toolkit.

Math105a ⭐ 14

Numerical analysis course in Python

Collection of background segmentation algorithms

Lscdetection ⭐ 14

Data Sets and Models for Evaluation of Lexical Semantic Change Detection

Decode SVD files to talk to microcontrollers through a debug probe.

EM-PCA for Ultra-low Coverage Sequencing Data

Svd Image Compression ⭐ 13

Image compression by singular value decomposition of the image matrix

Collaborative_filtering ⭐ 12

Recommendation system for music.

Python Lsa ⭐ 10

Performing Latent Semantic Analysis with Python on large datasets.

Sppmi Svd ⭐ 10

Implementation of "Neural Word Embedding as Implicit Matrix Factorization"

Watermarking ⭐ 10

This is a project for watermarking using DWT and SVD。

Gan Steerability Without Optimization ⭐ 10

A generic denoising method for 1D spectra based on singular value decomposition

Unofficial implementation of "A Closed-form Solution to Photorealistic Image Stylization"

Light_famd ⭐ 9

Light version Factor analysis for Mixed Data

Pyparareal ⭐ 9

Python Parareal code to study its dispersion relation

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