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    100 Components & Libraries

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    Lab Libraries

    zulip
    Zulip server and web application. Open-source team chat that helps teams stay productive and focused.

    Zulip is built by a distributed community of developers from all around the world, with 74+ people who have each contributed 100+ commits. With over 1000 contributors merging over 500 commits a month…

    zulip
    18.84K Dec 09, 2023
    The-Complete-FAANG-Preparation
    This repository contains all the DSA (Data-Structures, Algorithms, 450 DSA by Love Babbar Bhaiya, FAANG Questions), Technical Subjects (OS + DBMS + SQL + CN + OOPs) Theory+Questions, FAANG Interview questions, and Miscellaneous Stuff (Programming MCQs, Puzzles, Aptitude, Reasoning). The Programming languages used for demonstration are C++, Python, and Java.

    We'd love your contributions! Kindly follow the steps below to get started: Clone the forked repository. Make changes. Stage your changes and commit

    AkashSingh3031
    9.89K Mar 01, 2024
    doccano
    Open source annotation tool for machine learning practitioners.

    doccano is an open-source text annotation tool for humans. It provides annotation features for text classification, sequence labeling, and sequence to sequence tasks. You can create labeled data for …

    doccano
    8.55K Dec 08, 2023
    wandb
    🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

      Get started with W&B in four steps: That's it! Navigate to the W&B App to view a dashboard of your first W&B Experiment. Use the W&B App to compare multiple experiments in a unified…

    wandb
    7.97K Mar 08, 2024
    docker-stacks
    Ready-to-run Docker images containing Jupyter applications

    The container remains intact for restart after the Server exits.

    jupyter
    7.54K Nov 15, 2023
    cleanlab
    The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

    cleanlab is: cleanlab supports Linux, macOS, and Windows and runs on Python 3.7+. cleanlab can find label issues from any model's predicted class probabilities if you can produce them yourself. This …

    cleanlab
    7.16K Nov 25, 2023
    jupytext
    Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts

    Have you always wished Jupyter notebooks were plain text documents? Wished you could edit them in your favorite IDE? And get clear and meaningful diffs when doing version control? Then, Jupytext may …

    mwouts
    6.42K Apr 30, 2024
    pyprobml
    Python code for "Probabilistic Machine learning" book by Kevin Murphy

    The notebooks needed to make all the figures are available at the following locations. You can use any of the following options to install the other requirements. Run Then install manually.

    probml
    6.18K Mar 08, 2024
    client
    🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

    Use W&B to build better models faster. Track and visualize all the pieces of your machine learning pipeline, from datasets to production models. Flexible integration for any Python script: Build …

    wandb
    3.94K Jun 05, 2022
    Lenia
    Lenia - Mathematical Life Forms

    There are various versions available. Python, Matlab and web (JavaScript) versions are real-time, interactive, and equipped with statistics tools. Jupyter and R versions are non-interactive and just …

    Chakazul
    3.29K Dec 28, 2023
    ml-workspace
    🛠 All-in-one web-based IDE specialized for machine learning and data science.

    The ML workspace is an all-in-one web-based IDE specialized for machine learning and data science. It is simple to deploy and gets you started within minutes to productively built ML solutions on you…

    ml-tooling
    3.2K Nov 24, 2023
    sslyze
    Fast and powerful SSL/TLS scanning library.

    SSLyze is a fast and powerful SSL/TLS scanning tool and Python library. SSLyze can analyze the SSL/TLS configuration of a server by connecting to it, in order to ensure that it uses strong encryption…

    nabla-c0d3
    3.09K Feb 25, 2024
    ml-engineering
    Machine Learning Engineering Online Book

    An open collection of methodologies to help with successful training of large language models and multi-modal models. This is a technical material suitable for LLM/VLM training engineers and operator…

    stas00
    2.85K Nov 25, 2023
    awesome-notebooks
    A powerful data & AI notebook templates catalog: prompts, plugins, models, workflow automation, analytics, code snippets - following the IMO framework to be searchable and reusable in any context.

    (aka the "awesome-notebooks") The objective of this repository is to create the largest catalog of production-ready Jupyter Notebooks templates. With those templates, it becomes easy to create data p…

    jupyter-naas
    2.2K Dec 28, 2023
    xhtml2pdf
    A library for converting HTML into PDFs using ReportLab

    xhtml2pdf is a HTML to PDF converter using Python, the ReportLab Toolkit, html5lib and pypdf. It supports HTML5 and CSS 2.1 (and some of CSS 3). It is completely written in pure Python, so it is plat…

    xhtml2pdf
    2.16K Mar 21, 2024
    karateclub
    Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

    In detail, the following community detection and embedding methods were implemented. Karate Club can be installed with the following pip command. As we create new releases frequently, upgrading the p…

    benedekrozemberczki
    2.07K Mar 29, 2024
    CommandlineConfig
    A library for users to write (experiment in research) configurations in Python Dict or JSON format, read and write parameter value via dot . in code, while can read parameters from the command line to modify values. 一个供用户以Python Dict或JSON格式编写（科研中实验）配置的库，在代码中用点.读写属性，同时可以从命令行中读取参数配置并修改参数值。

    标签 Labels： Python, Command Line, commandline, config, configuration, parameters, 命令行，配置，传参，参数值修改。 If you encounter any problems during using with this tool, please raise an issue in the github page o…

    NaiboWang
    2.05K Apr 28, 2024
    python-coding-interview
    A middle-to-high level open source algorithm book designed with coding interview at heart!

    All contributors (with decent amount of contributions) will be listed as authors in the project. In short, this is a middle-to-high level algorithm book designed with cracking coding interviews at he…

    liyin2015
    2.01K Mar 02, 2024
    wemake-django-template
    Bleeding edge django template focused on code quality and security.

    Then, create a project itself:

    wemake-services
    1.9K Feb 20, 2024
    argilla
    ✨ Argilla: Open-source platform to build better language models through human feedback

    Argilla Client: a powerful Python library for reading and writing data into Argilla, using all the libraries you love (transformers, spaCy, datasets, and any other). Argilla Server and UI: the API an…

    argilla-io
    1.81K Apr 20, 2023
    GPTDiscord
    A robust, all-in-one GPT interface for Discord. ChatGPT-style conversations, image generation, AI-moderation, custom indexes/knowledgebase, youtube summarizer, and more!

    An all-in-one, robust OpenAI Integration for Discord. This bot is on feature parity with ChatGPT web and even does some things slightly better! Improve this markdown, correct any spelling errors, and…

    Kav-K
    1.63K Nov 15, 2023
    casadi
    CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.
    casadi
    1.55K Apr 23, 2024
    machine_learning_refined
    Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

    We believe mastery of a certain machine learning concept/topic is achieved only when the answer to each of the following three questions is affirmative. Example ”roadmaps” shown below provide suggest…

    jermwatt
    1.53K Mar 06, 2024
    git-webhook
    :octocat: 使用 Python Flask + SQLAchemy + Celery + Redis + React 开发的用于迅速搭建并使用 WebHook 进行自动化部署和运维，支持 Github / GitLab / Gogs / GitOsc。

    安装 git-webhook： 创建配置 命令执行之后，会在对应用户目录生成新的配置文件，然后对应修改配置文件内容。主要需要配置三点： 初始化数据库结构 运行应用 添加WebHook 在工具中添加 WebHook 项目，获得 WebHook URL，并填写到 Github / GitLab / OscGit 的 WebHook 配置中。 主要的服务器依赖环境： 所以整体项目代码非常简单，大部分都…

    NetEaseGame
    1.51K Apr 24, 2024
    machine-learning-experiments
    🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

    For example: Recommended versions:

    trekhleb
    1.49K Nov 22, 2023
    Rotten-Scripts
    Scripts that will make you go WOW!

    Rotten Scripts contains amazing and awesome scripts written in Python, JavaScript, Bash, Powershell, and more. Consider this repository as your personal space to find or add any new script that can m…

    HarshCasper
    1.44K Apr 27, 2024
    rubrix
    ✨ Rubrix, open-source framework for data-centric NLP. Data annotation and monitoring for enterprise NLP

    Why Rubrix? Interactive weak supervision. Building a news classifier with user search queries: Getting started with Rubrix is as easy as: Then simply run: After a few iterations of data annotation, w…

    recognai
    1.33K Oct 03, 2022
    refinery
    The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

    Does one of these scenarios sounds familiar to you? If so, you are one of the people we've built refinery for. refinery helps you to build better NLP models in a data-centric approach. Semi-automate …

    code-kern-ai
    1.22K May 23, 2023

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