Top 19 Python Training Projects

• optimum

  8 2,132 9.5 Python

  🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools

  

Project mention: FastEmbed: Fast and Lightweight Embedding Generation for Text | dev.to | 2024-02-02

Shout out to Huggingface's Optimum – which made it easier to quantize models.

• avalanche

  1 1,660 9.5 Python

  Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

  

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• OneTrainer

  3 1,076 9.7 Python

  OneTrainer is a one-stop solution for all your stable diffusion training needs.

Project mention: Now You Can Full Fine Tune / DreamBooth Stable Diffusion XL (SDXL) with only 10.3 GB VRAM via OneTrainer | dev.to | 2024-03-25

Used SG161222/RealVisXL_V4.0 as a base model and OneTrainer to train on Windows 10 : https://github.com/Nerogar/OneTrainer

• MetaSpore

  11 627 3.7 Python

  A unified end-to-end machine intelligence platform

  

• tesstrain

  3 566 7.5 Python

  Train Tesseract LSTM with make

  

Project mention: OCR in-game text using Tesseract | /r/computervision | 2023-06-29

you can train tesseract models as described here, but you would need to create a dataset first: https://github.com/tesseract-ocr/tesstrain

• AgileRL

  12 490 9.8 Python

  Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.

  

Project mention: [P] Introducing PPO and Rainbow DQN to our super fast evolutionary HPO reinforcement learning framework | /r/MachineLearning | 2023-10-15

• sagemaker-training-toolkit

  1 466 6.7 Python

  Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.

  

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• simpleT5

  2 383 2.5 Python

  simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.

• only_train_once

  1 260 9.1 Python

  OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM

• GoLLIE

  1 204 9.6 Python

  Guideline following Large Language Model for Information Extraction

  

Project mention: A LLM trained to follow annotation guidelines, for information extraction tasks | news.ycombinator.com | 2023-10-30

• web-hacking-playground

  1 162 6.4 Python

  Web application with vulnerabilities found in real cases, both in pentests and in Bug Bounty programs.

Project mention: Practice code review | /r/bugbounty | 2023-06-23

• pytorch-accelerated

  1 157 4.6 Python

  A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop which is flexible enough to handle the majority of use cases, and capable of utilizing different hardware options with no code changes required. Docs: https://pytorch-accelerated.readthedocs.io/en/latest/

• zwift-workout-file-reference

  2 66 1.8 Python

  Reference documentation for the Zwift workout file format

• ModelZoo.pytorch

  1 48 0.0 Python

  Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟

• simple-sam

  1 40 0.0 Python

  Sharpness-Aware Minimization for Efficiently Improving Generalization

• datatap-python

  9 34 0.0 Python

  Focus on Algorithm Design, Not on Data Wrangling

  

• kohya_ss_google_colab

  1 8 7.4 Python

  A kohya_ss port for google colab

• dreambooth-training-action

  1 5 3.6 Python

  Train your custom Stable Diffusion model using Tiyaro Dreambooth training API and Github Action

  

• chord_trainer

  1 2 2.3 Python

  Using DSP guitar chord recognition to gamify chord practice

• SaaSHub

  www.saashub.com sponsored

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

Python Training related posts

• Now You Can Full Fine Tune / DreamBooth Stable Diffusion XL (SDXL) with only 10.3 GB VRAM via OneTrainer
  1 project | dev.to | 25 Mar 2024
• FastEmbed: Fast and Lightweight Embedding Generation for Text
  2 projects | dev.to | 2 Feb 2024
• Need explanation with training
  1 project | /r/StableDiffusion | 7 Dec 2023
• OCR in-game text using Tesseract
  1 project | /r/computervision | 29 Jun 2023
• Help to improve pytesseract accuracy
  1 project | /r/computervision | 6 Feb 2023
• Send training plan from Garmin Connect to Zwift
  1 project | /r/Zwift | 9 Jan 2023
• [R] When Vision Transformers Outperform ResNets without Pretraining or Strong Data Augmentations
  2 projects | /r/MachineLearning | 5 Jun 2021
• A note from our sponsor - WorkOS
  workos.com | 22 Apr 2024

  The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →

Index

Sponsored

SaaSHub - Software Alternatives and Reviews

SaaSHub helps you find the best software and product alternatives

www.saashub.com

Do not miss the trending Python projects with our weekly report!