Search Results for "optimization" - Page 18
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Showing 1233 open source projects for "optimization"
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1
FLAML
A fast library for AutoML and tuning
...Users can find their desired customizability from a smooth range: minimal customization (computational resource budget), medium customization (e.g., scikit-style learner, search space, and metric), or full customization (arbitrary training and evaluation code). It supports fast automatic tuning, capable of handling complex constraints/guidance/early stopping. FLAML is powered by a new, cost-effective hyperparameter optimization and learner selection method invented by Microsoft Research. -
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Ray
A unified framework for scalable computing
...Accelerate your PyTorch and Tensorflow workload with a more resource-efficient and flexible distributed execution framework powered by Ray. Accelerate your hyperparameter search workloads with Ray Tune. Find the best model and reduce training costs by using the latest optimization algorithms. Deploy your machine learning models at scale with Ray Serve, a Python-first and framework agnostic model serving framework. Scale reinforcement learning (RL) with RLlib, a framework-agnostic RL library that ships with 30+ cutting-edge RL algorithms including A3C, DQN, and PPO. Easily build out scalable, distributed systems in Python with simple and composable primitives in Ray Core. -
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Cloud Custodian
Rules engine for cloud security, cost optimization, and governance
Cloud Custodian enables users to be well managed in the cloud. The simple YAML DSL allows you to easily define rules to enable a well-managed cloud infrastructure, that's both secure and cost-optimized. It consolidates many of the ad-hoc scripts organizations have into a lightweight and flexible tool, with unified metrics and reporting. Custodian supports managing AWS, Azure, and GCP public cloud environments. Besides just providing reports of issues, Custodian can actively enforce the... -
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fastai
Deep learning library
fastai is a deep learning library which provides practitioners with high-level components that can quickly and easily provide state-of-the-art results in standard deep learning domains, and provides researchers with low-level components that can be mixed and matched to build new approaches. It aims to do both things without substantial compromises in ease of use, flexibility, or performance. This is possible thanks to a carefully layered architecture, which expresses common underlying... -
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5
talos
Hyperparameter Optimization for TensorFlow, Keras and PyTorch
...Talos is made for data scientists and data engineers that want to remain in complete control of their TensorFlow (tf.keras) and PyTorch models, but are tired of mindless parameter hopping and confusing optimization solutions that add complexity instead of reducing it. Within minutes, without learning any new syntax, Talos allows you to configure, perform, and evaluate hyperparameter optimization experiments that yield state-of-the-art results across a wide range of prediction tasks. Talos provides the simplest and yet most powerful available method for hyperparameter optimization with TensorFlow (tf.keras) and PyTorch. -
6
PKU Beaver
Constrained Value Alignment via Safe Reinforcement Learning
...These annotations include categories such as harmful language, unethical behavior, privacy violations, and other sensitive topics. By incorporating constraint-based optimization methods, Safe-RLHF trains models that balance reward objectives with safety requirements, ensuring that harmful outputs are penalized during training. -
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OpenPipe
Turn expensive prompts into cheap fine-tuned models
OpenPipe is an open-source platform focused on improving the efficiency and performance of AI systems by transforming expensive prompt-based workflows into optimized, fine-tuned models and reinforcement-trained agents. It provides tools for training language models and agents using real-world feedback, enabling systems to learn from interactions and improve over time rather than relying solely on static prompts. One of its core components, the Agent Reinforcement Trainer, allows developers... -
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Insanely Fast Whisper
An opinionated CLI to transcribe Audio files w/ Whisper on-device
Insanely Fast Whisper is a high-performance command-line tool designed to dramatically accelerate speech-to-text transcription using OpenAI’s Whisper models on local hardware. It leverages modern optimizations such as batch processing, mixed precision, and advanced attention mechanisms like Flash Attention to significantly reduce inference time while maintaining high transcription accuracy. The project is built on top of the Transformers ecosystem and integrates with libraries such as... -
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website-to-gif
Turn your website into a GIF
...Make sure to modify the url value and add any other input you want to use. WebP rendering will take a lot of time to benefit from lossless quality and file size optimization. -
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10
ntuacarlo
A open-source implementation library of optimization algorithms
ntuacarlo: library of open-source implementation of optimization algorithms for Matlab/GNU Octave The library implements matlab functions for the following optimization algorithms: Simulated Annealing Particle Swarm Optimization Monte Carlo Exhaustive search The signature of the functions follow the same as the ga() function of Matlab. All the functions support lower and upper bounds, linear and non-linear constraints, and integer variables.Octave -
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Process Lasso
Process Lasso is Windows process automation and optimization software.
Process Lasso is a powerful Windows optimization tool that gives you real-time control over how applications use your CPU. Its ProBalance algorithm keeps your system responsive by automatically adjusting process priorities during heavy loads. You can create persistent rules for CPU affinities, priorities, power plans, and other settings to ensure apps always run the way you want. -
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PitchBlack Recovery Project
An Open Source Custom Recovery For Android
Pitch Black Recovery is a fork of TWRP with many improvements to make your experience better. It's more flexible & easy to use. Pitch Black Recovery was started in March 18 2018 with the movement to enhance TWRP with better customizatons, themes and features. -
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MBR WP Performance
Comprehensive WordPress performance optimization plugin
MBR WP Performance is the WordPress optimisation plugin for users who want real control. Instead of hiding complexity behind a single button, it provides transparent, granular controls for every performance technique—so you understand exactly what each feature does. Core Features: Disable WordPress features that you don’t need. Self-host and preload Google Fonts, lazy load images and videos, defer/delay JavaScript execution, generate and inline critical CSS, preload critical resources,... -
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OffensiveNim
My experiments in weaponizing Nim
OffensiveNim is a security research repository focused on experimenting with Nim for implant development and authorized offensive security work. It explores why Nim can be useful for native tooling, including its C-like compilation output, Python-inspired syntax, cross-platform compiler support, and mature foreign function interface. The repository includes examples and notes that show how Nim can interact with Windows APIs, C and C++ code, DLL workflows, and different compilation targets.... -
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OptiPNG
Advanced PNG optimization program
OptiPNG is a PNG optimizer that recompresses image files to a smaller size, without losing any information. This program also converts external formats (BMP, GIF, PNM and TIFF) to optimized PNG, and performs PNG integrity checks and corrections. -
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Phantom-Optimizer
Fast, no-bloat Windows optimizer for better speed and performance.
Phantom Optimizer is a lightweight Windows optimization tool focused on speed, privacy, and full user control. It offers startup tweaks, junk cleanup, RAM boosts, and performance improvements without bloated UIs or background services. Built for Windows 10/11 and optimized for portable use. -
17
ExitLag
Boost your gaming connection. Reduce lag and ping with ExitLag.
...Using advanced algorithms and AI, ExitLag optimizes your internet connection in real time for smoother, more stable gameplay across multiple games worldwide. Key features: Real-Time Optimization: Detects and applies the best routing paths to game servers, minimizing latency and connection issues. Multipath Connection: Sends data packets via multiple routes, ensuring uninterrupted gameplay if one route fails. Traffic Shaper: Prioritizes gaming traffic, optimizing bandwidth for gaming sessions. FPS Boost: Improves game performance by optimizing system resources, increasing frame rates and smoothness. ... -
18
AnyTXT Searcher
A Powerful Desktop Full-Text Search Engine, Just Like Local Google.
AnyTXT Searcher is a powerful file full-text search engine, a desktop search application for fast document retrieval. Just like a local disk Google search engine, much faster than Windows Search, it is your ideal desktop file content full-text search engine. It has a powerful document parsing engine built in, which extracts the text of commonly used file formats without installing any other software, and combines the built-in high-speed indexing system to store the metadata of the... -
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mysqlbackup-plus
A Powerful and Flexible MySQL Backup Tool
MySQLBackupPlus is a powerful and flexible MySQL backup tool with built-in optimization features. Installation instructions and the latest updates can be found here: https://github.com/qcybb/mysqlbackup-plus -
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Reg Organizer
Maintenance, Cleanup and Optimization for Windows
Reg Organizer is a comprehensive system optimization tool designed to streamline and enhance the performance of Windows PCs. It combines a variety of utilities to clean, repair, and optimize the Windows registry, manage startup programs, and free up disk space. Reg Organizer empowers users to fine-tune their system settings, improve boot times, and identify unnecessary files and programs, ensuring a faster and more efficient computer. -
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Merc-Clean-GUI
A Windows desktop application (WinForms) that provides a one-stop GUI
Features - Run All : Sequentially executes a full suite of scans and cleanups: 1. SFC (sfc /scannow) 2. DISM CheckHealth, ScanHealth, RestoreHealth 3. Clear temporary files, browser caches 4. Disk Cleanup 5. Drive optimization 6. DNS cache flush - Individual Maintenance Tasks: Each function—SFC, DISM, Clear Temp, etc.—is available as a separate button. - Kill Process : Allows you to cancel a currently running maintenance operation at any time, including stopping the entire “Run All” sequence. - Detailed Terminal Output: Displays real-time command output (stdout/stderr) in a terminal-like text box, so you can monitor progress and see any errors. ... -
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SmartGaGa
Lightweight Android emulator optimized for FPS games on low-end PCs
SmartGaGa is a free Android emulator optimized for playing mobile games on Windows computers with minimal system requirements. Powered by Titan Engine and Turbo GPU technology, the software delivers smooth gaming performance even on machines with 2GB RAM and dual-core processors. The emulator supports popular FPS titles including Free Fire, PUBG Mobile, Clash of Clans, and Cyber Hunter, enabling players to enjoy mobile games on larger screens with keyboard and mouse controls. SmartGaGa runs... -
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Custom LineageOS on Oneplus 8T
LineageOS, modified to work with PELT
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Thunderbird Anti Virus v4.11
Thunderbird Anti Virus Free Scanner v4.11
...Deep System Optimization: Optimized tools for thorough registry cleaning and intelligent cache management for maximum speed. Streamlined Interface: Refined, user-centric design for seamless security control. -
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AntTSP
Traveling Salesman Problem (TSP) Solver
Fast Ant Colony Optimization TSP Solver
