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LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms

A library for implementing hyperparameter optimization methods for machine learning and deep learning models.

1.3K
Archived
Jupyter Notebook
ML Ops
ORMs & Query Builders
Python
#machine-learning#deep-learning#hyperparameter-optimization

facebookresearch/moco-v3

PyTorch implementation of the MoCo v3 unsupervised learning algorithm for feature representation.

1.3K
Archived
Python
LLM Frameworks
CLI Tools
PyTorch
#unsupervised-learning#feature-representation#computer-vision

facebookresearch/svoice

A PyTorch implementation of a voice separation algorithm for mixed audio with multiple speakers.

1.3K
Archived
Python
AI Voice & Speech
PyTorch
#audio-processing#speech-separation#voice-separation

HappyCerberus/book-cpp-algorithms

A comprehensive collection of standard algorithms implemented in C++.

1.3K
Archived
TeX
Books & Guides
#algorithms#standard-library#c++

maudzung/Complex-YOLOv4-Pytorch

A PyTorch implementation of the Complex-YOLO 3D object detection algorithm for LiDAR point clouds.

1.3K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#3d-object-detection#lidar#point-cloud

ikostrikov/pytorch-a3c

PyTorch implementation of the Asynchronous Advantage Actor Critic (A3C) algorithm for deep reinforcement learning.

1.3K
Archived
Python
Reinforcement Learning
CLI Tools
PyTorch
#a3c#actor-critic#reinforcement-learning

dorianbrown/rank_bm25

BM25 algorithms implementation in Python for information retrieval and ranking.

1.3K
Archived
Python
React
#authentication#information-retrieval#ranking

tkaitchuck/aHash

A non-cryptographic hashing algorithm using the AES hardware instruction, written in Rust.

1.3K
Stable
Rust
API Frameworks
CLI Tools
Rust
#aes#hash#hashing

kingfengji/gcForest

This is an open-source implementation of the deep forest machine learning algorithm for ensemble learning.

1.3K
Archived
Python
ML Ops
ML Frameworks
Python
#deep-learning#ensemble-learning#random-forest

jonathan-laurent/AlphaZero.jl

A generic implementation of Deepmind's AlphaZero algorithm in Julia for developers

1.3K
Stable
Julia
LLM Frameworks
Julia
#alpha-zero#deep-learning#julia

lithammer/fuzzysearch

A fast and lightweight fuzzy search library for Go that can be used to build search functionality.

1.3K
Stable
Go
API Frameworks
CLI Tools
Go
#fuzzy-search#go#search

k2-fsa/k2

A differentiable PyTorch-compatible library for working with finite-state automata and transducers.

1.3K
Stable
Cuda
LLM Frameworks
API Frameworks
PyTorch
#finite-state-automata#transducers#pytorch-compatible

jackaduma/awesome_LLMs_interview_notes

A collection of LLMs interview notes and answers for AI algorithm engineers.

1.3K
Archived
Interview Prep
Next.js
#LLMs#interview-practice#AI-algorithms

TheAlgorithms/Ruby

A community-driven repository of algorithms and data structures implemented in Ruby.

1.3K
Active
Ruby
CLI Tools
Coding Challenges
#algorithms#data-structures#ruby

opendilab/awesome-model-based-RL

A curated list of awesome resources for model-based reinforcement learning.

1.3K
Stable
Reinforcement Learning
Tutorials & Courses
#model-based-reinforcement-learning#reinforcement-learning-algorithms#awesome-list

rongweihe/CPPNotes

A comprehensive C++ learning guide and interview preparation resource for developers.

1.3K
Archived
C++
Interview Prep
Tutorials & Courses
#cpp#data-structures-and-algorithms#linux

LongOnly/Quantitative-Notebooks

Educational notebooks on quantitative finance, algorithmic trading, financial modeling, and investment strategy.

1.3K
Archived
Jupyter Notebook
Data Analysis
API Frameworks
Jupyter
#algorithmic-trading#data-science#finance

Auburn/FastNoise2

A modular, high-performance noise generation library using SIMD, C++17, and templates for procedural content creation.

1.3K
Active
C++
Computer Vision
Backend Frameworks
#noise-generation#procedural-content#simd

jfkirk/tensorrec

A TensorFlow-based recommendation algorithm and framework for building recommendation systems in Python.

1.3K
Archived
Python
Recommender System
API Frameworks
TensorFlow
#recommendation-system#tensorflow#machine-learning

eliorc/node2vec

A Python implementation of the node2vec algorithm for learning embeddings from graph-structured data.

1.3K
Stable
Python
Embeddings
Machine Learning Algorithms
Python
#graph-embeddings#machine-learning#network-analysis
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