anns

There are 3 repositories under anns topic.

milvus
milvus-io / milvus
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
anns cloud-native diskann distributed embedding-database embedding-similarity embedding-store faiss golang hnsw image-search llm nearest-neighbor-search rag vector-database vector-search vector-similarity vector-store
Language:Go 33178
milvus-io / pymilvus
Python SDK for Milvus.
anns database hacktoberfest milvus python sdk vector
Language:Python 1122
rapidsai / raft
RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.
anns building-blocks clustering cuda distance gpu information-retrieval linear-algebra llm machine-learning nearest-neighbors primitives random-sampling solvers sparse statistics vector-search vector-similarity vector-store neighborhood-methods
Language:Cuda 852
milvus-io / milvus-sdk-java
Java SDK for Milvus.
anns java milvus sdk vector
Language:Java 413
milvus-io / milvus-sdk-go
Go SDK for Milvus.
anns go hacktoberfest sdk vector
Language:Go 373
rapidsai / cuvs
cuVS - a library for vector search and clustering on the GPU
anns clustering cuda distance gpu information-retrieval llm machine-learning nearest-neighbors neighborhood-methods similarity-search sparse statistics vector-search vector-similarity vector-store
Language:Cuda 325
brtholomy / hnsw
HNSW tutorial
anns hnsw vector-search
Language:Python 134
milvus-io / milvus.io
Milvus official website.
vector database anns milvus
Language:TypeScript 45
LukeTheHecker / esinet
EEG inverse solution with artificial neural networks. This package works with MNE-Python data structures for easy integration into your MNE-based M/EEG code
anns convdip eeg esinet inverse inverse-solutions meg mne-python neural-network simulate-data solutions
Language:Jupyter Notebook 41
Jacyhust / LSH-APG
This is a source code for LSH-APG (PVLDB 2023)
anns nngraph
Language:C++ 28
shotit
shotit / shotit
Shotit is a screenshot-to-video search engine tailored for TV & Film, blazing-fast and compute-efficient.
anns distributed embedding-similarity faiss image-search nearest-neighbor-search screenshot search search-engine vector vector-search vector-similarity video video-search visual-search liresolr approximate-nearest-neighbor-search node javascript nodejs
16
reddyprasade / Deep-Learning
Deep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on artificial neural networks. Learning can be supervised, semi-supervised or unsupervised. Deep learning architectures such as deep neural networks, deep belief networks, recurrent neural networks and convolutional neural networks have been applied to fields including computer vision, speech recognition, natural language processing, audio recognition, social network filtering, machine translation, bioinformatics, drug design, medical image analysis, material inspection and board game programs, where they have produced results comparable to and in some cases superior to human experts.
neural-network artificial-neural-networks deep-neural-networks deep-learning deep-learning-algorithms deep-learning-tutorial deep-reinforcement-learning neural-networks hierarchical-learning anns speech-recognition natural-language-processing audio-recognition biological-brains social-network-filtering board-game-programs
Language:Jupyter Notebook 14
BlaiseMuhirwa / flatnav
A fast header-only graph-based index for approximate nearest neighbor search (ANNS). https://flatnav.net
anns hnsw information-retrieval
Language:C++ 13
ucfai / core
AI@UCF's custom-made course, organized by semesters
machine-learning data-science kaggle neural-networks convolutional-neural-networks pytorch recurrent-neural-networks rnns cnns anns computer-vision classification gans
Language:Jupyter Notebook 13
YZ-Cai / Unified-Navigating-Graph
Official implementation for paper "Navigating Labels and Vectors: A Unified Approach to Filtered Approximate Nearest Neighbor Search"
anns approximate-nearest-neighbor-search
Language:C++ 10
KanchiShimono / python-faiss-grpc-server
Simple gRPC server for vector searching implemented by Python and Faiss
python3 grpc grpc-server faiss ann anns nearest-neighbor-search approximate-nearest-neighbor-search vector-search image-search
Language:Python 7
hhy3 / SimpleANNS
Naive implementations of some ANNS (Approximate Nearest Neighbor Search) algorithms without any optimization and generalization.
anns approximate-nearest-neighbor-search hnsw nearest-neighbor-search
Language:C++ 5
shotit / shotit-api
The ultimate brain of Shotit, in charge of task coordination.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search node nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search
Language:JavaScript 5
shotit / shotit-worker
Four core workers of shotit: watcher, hasher, loader and searcher.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search node nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search
Language:JavaScript 4
heydarimo / Deep-Learning-and-Neural-Networks-Course
This repository contains materials and course projects during attending the Intelligent Systems Course, for more detailed information please have a look at my Final_Report files which have been separately uploaded for each of the projects and consist of all required information about the implementations, analyses, and anything else you may concern about that!
adaline anns cnn cycle-gan dcgan deep-learning feed-forward-neural-networks gan madaline memory-networks perceptron recurrent-neural-networks
Language:Jupyter Notebook 2
heydarimo / DQN-vs-DDQN-LunarLander-Environment
In this Repository, we intend to implement the DQN and also the DDQN algorithm in case of training an agent to solve the Lunar-Lander problem. there are lots of exciting results after training which have been attached.
agent-based-modeling anns ddqn dqn game lunarlander reinforcement-learning
Language:Jupyter Notebook 2
Ishan-Kotian / Bank-Customers-Churn-Classification-with-Deep-Learning
The goal is to make an Artificial Neural Network that can predict, based on geo-demographical and transactional information given above, if any individual customer will leave the bank or stay (customer churn). Also, rank all the customers of the bank, based on their probability of leaving.
anns artificial-neural-networks bank bank-customers bank-customers-churn classification dataset deep-learning kaggle keras-neural-networks neurons
Language:Jupyter Notebook 2
shotit / shotit-frontend
The frontend of shotit, with full documentation.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search node nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search
Language:MDX 2
shotit / shotit-media
Media broker for serving video preview for shotit
approximate-nearest-neighbor-search distributed image-search javascript nearest-neighbor-search node nodejs search search-engine vector video video-search visual-search anns embedding-similarity faiss liresolr vector-search vector-similarity
Language:JavaScript 2
shotit / shotit-meta-service
Provide meta information and utility for shotit, for example, image proxy, cast and poster etc.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search node nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search
Language:JavaScript 2
shotit / shotit-sorter
Sort the search results of Shotit to increase the correctness of Top1 result by using Keras and Faiss.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search keras liresolr nearest-neighbor-search python screenshot search search-engine tensorflow vector vector-search vector-similarity video video-search visual-search
Language:Python 2
CDev-io / CGraph-ANNS
GraphANNS 源链接
anns cgraph
Language:C++ 1
gsofron / K23a
Efficient k-NN Search with Graph-Based Indexing and Filter Constraints.
cpp knn vamana-indexing-algorithm acutest anns information-systems
Language:C++ 1
shotit / .github
The README profile of Shotit.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search node nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search
1
shotit / shotit.github.io
The front page to shotit.github.io
anns approximate-nearest-neighbor-search distributed faiss image-search javascript nearest-neighbor-search node nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search liresolr
Language:HTML 1
tgll / neuralnetworks-labs
perceptron, backprop, RBF, SOM, hopfield nets, autoencoders (no external ML libs)
artificial-neural-networks anns backprop rbf perceptron machine-learning ml data-science backpropagation-learning-algorithm
Language:Jupyter Notebook 1
matrixji / annb
Approximate Nearest Neighbor Benchmark
anns benchmarks cuda gpu
Language:Python 0
Netanelshoshan / Data-Mining
Data Mining Class @ The Open University
anns clustering decision-trees machine-learning neural-networks python
Language:Jupyter Notebook 0
Develop-Packt / Discovering-the-Building-Blocks-of-Neural-Networks-with-PyTorch
Discover the main building blocks of neural networks and understand the three main neural network architectures. Explore the process of solving a regression data problem
deep-learning pytorch neural-networks perceptrons loss-functions gradient-descent artificial-neural-networks anns convolutional-neural-networks recurrent-neural-networks data-preparation
Language:Jupyter Notebook