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The Top 1,683 Tuning Open Source Projects

Ray ⭐ 21,142
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
dependent packages 197total releases 73most recent commit 14 hours agopypi ray} Downloads
Pytorch Handbook ⭐ 16,243
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
most recent commit 3 months ago
Nni ⭐ 11,645
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 22total releases 50most recent commit 4 days agopypi nni} Downloads
Amazon Sagemaker Examples ⭐ 7,068
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
most recent commit 4 days ago
Vision_transformer ⭐ 5,415
most recent commit 9 hours ago
Aws Lambda Power Tuning ⭐ 3,525
AWS Lambda Power Tuning is an open-source tool that can help you visualize and fine-tune the memory/power configuration of Lambda functions. It runs in your own AWS account - powered by AWS Step Functions - and it supports three optimization strategies: cost, speed, and balanced.
most recent commit a month ago
Vivagraphjs ⭐ 3,473
Graph drawing library for JavaScript
dependent packages 8total releases 29most recent commit 3 months agonpm vivagraphjs} Downloads
Scikit Learn Videos ⭐ 3,180
Jupyter notebooks from the scikit-learn video series
most recent commit 10 months ago
Albert ⭐ 2,893
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
most recent commit 2 months ago
Pgbadger ⭐ 2,648
A fast PostgreSQL Log Analyzer
most recent commit 2 months ago
Smartdeblur ⭐ 2,076
Restoration of defocused and blurred photos/images
most recent commit 3 years ago
Postgresqltuner ⭐ 2,040
Simple script to analyse your PostgreSQL database configuration, and give tuning advice
most recent commit a year ago
Tweakpane ⭐ 2,005
🎛 Compact GUI for fine-tuning parameters and monitoring value changes
dependent packages 8total releases 62most recent commit 21 days agonpm tweakpane} Downloads
Flaml ⭐ 1,917
A fast library for AutoML and tuning.
dependent packages 4total releases 65most recent commit 2 days agopypi FLAML} Downloads
Nginx Tuning ⭐ 1,824
NGINX tuning for best performance
most recent commit 10 months ago
Transformers Tutorials ⭐ 1,659
This repository contains demos I made with the Transformers library by HuggingFace.
most recent commit 6 days ago
Mlr ⭐ 1,576
Machine Learning in R
dependent packages 36total releases 22most recent commit a month ago
Biobert ⭐ 1,460
Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining
most recent commit a month ago
Cloudml Samples ⭐ 1,453
Cloud ML Engine repo. Please visit the new Vertex AI samples repo at https://github.com/GoogleCloudPlatform/vertex-ai-s
most recent commit 7 months ago
Mlj.jl ⭐ 1,423
A Julia machine learning framework
most recent commit 5 days ago
Pgtune ⭐ 1,392
Pgtune - tuning PostgreSQL config by your hardware
most recent commit 9 days ago
Vmtouch ⭐ 1,390
Portable file system cache diagnostics and control
most recent commit a year ago
Beep.js ⭐ 1,265
Beep is a JavaScript toolkit for building browser-based synthesizers.
most recent commit 7 years ago
Dr Elephant ⭐ 1,230
Dr. Elephant is a job and flow-level performance monitoring and tuning tool for Apache Hadoop and Apache Spark
most recent commit 8 months ago
Advisor ⭐ 1,202
Open-source implementation of Google Vizier for hyper parameters tuning
total releases 5most recent commit 3 years ago
Katib ⭐ 1,190
Repository for hyperparameter tuning
total releases 36most recent commit 4 days ago
Ottertune ⭐ 1,016
The automatic DBMS configuration tool
most recent commit 2 years ago
Gophercon2018 Performance Tuning Workshop ⭐ 919
GopherCon 2018 Performance Tuning Workshop
most recent commit 4 years ago
Modelarts Lab ⭐ 901
ModelArts-Lab是示例代码库。更多AI开发学习交流信息，请访问华为云AI开发者社区：hua
most recent commit 2 months ago
Fixres ⭐ 900
This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423
most recent commit a year ago
Namas ⭐ 893
Neural Attention Model for Abstractive Summarization
most recent commit 4 years ago
Cnn_finetune ⭐ 888
Fine-tune CNN in Keras
most recent commit 4 years ago
Bert_language_understanding ⭐ 886
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
most recent commit 4 years ago
Lizzie ⭐ 744
Lizzie - Leela Zero Interface
most recent commit 10 months ago
Spanbert ⭐ 716
Code for using and evaluating SpanBERT.
most recent commit 4 months ago
Netutils Linux ⭐ 704
A suite of utilities simplilfying linux networking stack performance troubleshooting and tuning.
total releases 115most recent commit 2 months ago
Faspell ⭐ 702
产学界最强（SOTA）的简繁中文拼写检查工具：FASPell Chinese Spell Checker (Chinese Spell Check / 中文拼写检错 / 中文拼写纠错 / 中文拼写检查)
most recent commit 3 years ago
Pretrain Gnns ⭐ 617
Strategies for Pre-training Graph Neural Networks
most recent commit a month ago
Hyperband ⭐ 515
Tuning hyperparams fast with Hyperband
most recent commit 4 years ago
Tpt Oracle ⭐ 512
Tanel Poder's Troubleshooting & Performance Tools for Oracle Databases
most recent commit 18 days ago
Bert Multi Label Text Classification ⭐ 509
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
most recent commit a year ago
Kerasgan ⭐ 501
A couple of simple GANs in Keras
most recent commit 4 years ago
Tuned ⭐ 476
Tuning Profile Delivery Mechanism for Linux
most recent commit 4 days ago
Sparklens ⭐ 454
Qubole Sparklens tool for performance tuning Apache Spark
most recent commit 7 months ago
Lm Bff ⭐ 451
ACL'2021: LM-BFF: Better Few-shot Fine-tuning of Language Models
most recent commit 4 months ago
Smlr ⭐ 441
Re-encode jpeg images with no perceivable quality loss.
most recent commit 6 years ago
Sagemaker Deployment ⭐ 440
Code and associated files for the deploying ML models within AWS SageMaker
most recent commit 24 days ago
Spark Rapids ⭐ 433
Spark RAPIDS plugin - accelerate Apache Spark with GPUs
total releases 10most recent commit 3 days ago
Netbricks ⭐ 422
NetBricks: A new network function framework based on Rust.
most recent commit 3 years ago
Cmix ⭐ 413
cmix is a lossless data compression program aimed at optimizing compression ratio at the cost of high CPU/memory usage.
most recent commit 10 months ago
Simple Pid ⭐ 406
A simple and easy to use PID controller in Python
dependent packages 5total releases 13most recent commit a day agopypi simple-pid} Downloads
Adaptnlp ⭐ 371
An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.
total releases 23most recent commit 7 months ago
Tune Sklearn ⭐ 370
A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.
dependent packages 7total releases 20most recent commit 2 months agopypi tune-sklearn} Downloads
Lazypredict ⭐ 356
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
total releases 11most recent commit a month ago
Azureml Bert ⭐ 354
End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service
most recent commit 7 months ago
Bert4doc Classification ⭐ 353
Code and source for paper ``How to Fine-Tune BERT for Text Classification?``
most recent commit 9 months ago
Bort ⭐ 352
Repository for the paper "Optimal Subarchitecture Extraction for BERT"
most recent commit 2 years ago
Stabilizer ⭐ 348
Stabilizer: Rigorous Performance Evaluation
most recent commit 9 months ago
Optunity ⭐ 343
optimization routines for hyperparameter tuning
most recent commit 2 years ago
Tunemygc ⭐ 332
TuneMyGC - optimal MRI Ruby 2.1+ Garbage Collection
most recent commit 4 years ago
Apache2buddy ⭐ 331
apache2buddy
most recent commit 3 months ago
Sharplearning ⭐ 310
Machine learning for C# .Net
dependent packages 14total releases 42most recent commit 8 months agonuget SharpLearning.Containers} Downloads
Pytorchic Bert ⭐ 308
Pytorch Implementation of Google BERT
most recent commit 2 years ago
Timescaledb Tune ⭐ 288
A tool for tuning TimescaleDB for better performance by adjusting settings to match your system's CPU and memory resources.
total releases 12most recent commit 15 hours ago
Ml4db Paper List ⭐ 284
Papers for database systems powered by artificial intelligence (machine learning for database)
most recent commit 20 days ago
Multifit ⭐ 269
The code to reproduce results from paper "MultiFiT: Efficient Multi-lingual Language Model Fine-tuning" https://arxiv.org/abs/1909.04761
most recent commit 2 years ago
Tuning Primer.sh ⭐ 264
MySQL Tuning-Primer.sh, updated and improved
most recent commit 2 months ago
Eagleeye ⭐ 260
(ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning
most recent commit 5 months ago
Sentimentanalysis ⭐ 260
Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.
most recent commit 5 months ago
Unlikelihood_training ⭐ 247
Neural Text Generation with Unlikelihood Training
most recent commit 10 months ago
Recsys_course_at_polimi ⭐ 247
This is the official repository for the Recommender Systems course at Politecnico di Milano.
most recent commit a month ago
Transformers Tutorials ⭐ 242
Github repo with tutorials to fine tune transformers for diff NLP tasks
most recent commit 2 years ago
Gymfc ⭐ 242
A universal flight control tuning framework
most recent commit 9 months ago
Freezed ⭐ 230
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)
most recent commit 7 months ago
Empatheticdialogues ⭐ 227
Dialogue model that produces empathetic responses when trained on the EmpatheticDialogues dataset.
most recent commit a year ago
Pytorch_fine_tuning_tutorial ⭐ 226
A short tutorial on performing fine tuning or transfer learning in PyTorch.
most recent commit 4 years ago
Burlesque ⭐ 224
Message queue server with HTTP interface
total releases 5most recent commit 3 years ago
Mrpt ⭐ 216
Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search
most recent commit 2 years ago
Olive ⭐ 216
OLive, meaning ONNX Runtime(ORT) Go Live, is a python package that automates the process of accelerating models with ONNX Runtime(ORT). It contains two parts including model conversion to ONNX with correctness checking and auto performance tuning with ORT. Users can run these two together through a single pipeline or run them independently as needed.
most recent commit 15 days ago
Bert_ner ⭐ 215
Ner with Bert
most recent commit 3 years ago
Dynamic Training Bench ⭐ 214
Simplify the training and tuning of Tensorflow models
total releases 42most recent commit 4 months ago
Tune ⭐ 206
Tools for tidy parameter tuning
dependent packages 17total releases 9most recent commit 13 days ago
Romraider ⭐ 206
RomRaider is a free, open source tuning suite created for viewing, logging and tuning of modern Subaru Engine Control Units.
most recent commit a month ago
Kaggle_memo ⭐ 195
most recent commit 5 years ago
Renoir Mobile Tuning ⭐ 192
Control power and temperature limits on AMD Renoir powered laptops.
most recent commit a month ago
Artnet ⭐ 191
Appearance-and-Relation Networks
most recent commit 4 years ago
Star Clustering ⭐ 191
A clustering algorithm that automatically determines the number of clusters and works without hyperparameter fine-tuning.
most recent commit 2 years ago
Awesome Mysql Performance ⭐ 187
🔥 A curated list of awesome links related to MySQL / MariaDB / Percona performance tuning
most recent commit 2 months ago
Bert Attributeextraction ⭐ 185
USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。
most recent commit 3 years ago
Adapter Bert ⭐ 178
most recent commit 3 years ago
Bcpd ⭐ 175
Bayesian Coherent Point Drift (BCPD/BCPD++)
most recent commit 2 months ago
Cnnimageretrieval ⭐ 175
CNN Image Retrieval in MatConvNet: Training and evaluating CNNs for Image Retrieval in MatConvNet
most recent commit a month ago
Mpnet ⭐ 174
MPNet: Masked and Permuted Pre-training for Language Understanding https://arxiv.org/pdf/2004.09297.pdf
most recent commit 10 months ago
Databricks Apache Spark 2x Certified Developer ⭐ 170
Databricks - Apache Spark™ - 2X Certified Developer
most recent commit 2 years ago
Multigrain ⭐ 170
Code for "MultiGrain: a unified image embedding for classes and instances"
most recent commit 3 years ago
Keras Xlnet ⭐ 165
Implementation of XLNet that can load pretrained checkpoints
dependent packages 2total releases 23most recent commit 5 months agopypi keras-xlnet} Downloads
Pidtuner.github.io ⭐ 163
Free PID Controller gains tuning tool
most recent commit 8 months ago
Harmonica ⭐ 162
Code repository for the paper "Hyperparameter Optimization: A Spectral Approach" by Elad Hazan, Adam Klivans, Yang Yuan.
most recent commit 4 years ago
Hptt ⭐ 161
High-Performance Tensor Transpose library
most recent commit 5 months ago
Cccv ⭐ 161
Finds copy/pastes in a git diff
most recent commit 5 years ago
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