Python Toolbox

Open-source Python projects categorized as Toolbox
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Topics: Python Machine Learning reinforcement-learning Gym baselines
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Top 16 Python Toolbox Projects

  • stable-baselines3

    PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

    • Project mention: Sim-to-real RL pipeline for open-source wheeled bipeds | /r/robotics | 2023-12-09

    The latest release (v3.0.0) of Upkie's software brings a functional sim-to-real reinforcement learning pipeline based on Stable Baselines3, with standard sim-to-real tricks. The pipeline trains on the Gymnasium environments distributed in upkie.envs (setup: pip install upkie) and is implemented in the PPO balancer. Here is a policy running on an Upkie:

  • DeepLabCut

    Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

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  • stable-baselines

    A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

  • fast-reid

    SOTA Re-identification Methods and Toolbox

  • uncertainty-toolbox

    Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

  • Monocular-Depth-Estimation-Toolbox

    Monocular Depth Estimation Toolbox based on MMSegmentation.

  • Image2Paragraph

    [A toolbox for fun.] Transform Image into Unique Paragraph with ChatGPT, BLIP2, OFA, GRIT, Segment Anything, ControlNet.

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  • XToolbox

    XToolBox - A collection of 150+ Windows 10/11 optimization and tweaking apps!

  • RLeXplore

    RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven exploration (RIDE).

  • stable-baselines

    Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms (by Stable-Baselines-Team)

  • UGFraud

    An Unsupervised Graph-based Toolbox for Fraud Detection

  • silverblue-tools

    Collection of scripts for silverblue related technologies

  • script-toolbox

    This repository contains a collection of scripts and tools that I have written to solve various problems that I have come across.

    • Project mention: Ask HN: What have you built with LLMs? | news.ycombinator.com | 2024-02-05

  • caracara

    Developer enhancements (DX) for FalconPy, the CrowdStrike Python SDK

  • toolbox

    🧰 ‎‎‎‏‏ Small (~0.2MB) set of tools to expand the PSL. (by synchronizing)

  • puni

    Python UserNotes Interface for reddit (by danthedaniel)

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python Toolbox related posts

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  • Landmark tracking / Pose estimation model training in TensorFlow :

    1 project | /r/tensorflow | 5 Sep 2022

  • Help: Using CV to recognize angles and lines from a picture

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Index

What are some of the best open-source Toolbox projects in Python? This list will help you:

Project Stars
1 stable-baselines3 7,988
2 DeepLabCut 4,304
3 stable-baselines 4,000
4 fast-reid 3,281
5 uncertainty-toolbox 1,711
6 Monocular-Depth-Estimation-Toolbox 847
7 Image2Paragraph 761
8 XToolbox 729
9 RLeXplore 317
10 stable-baselines 277
11 UGFraud 123
12 silverblue-tools 66
13 script-toolbox 50
14 caracara 33
15 toolbox 12
16 puni 10

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