Alexandria Library

A curated collection of awesome articles

Here are some ressources related to Machine learning, Python, Github. Hoping you will find learning material, alternative tools or just some interesting stuff.

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Articles

Mojo – a new programming language for AI developers

See discussion (261 comments, 643 points) - Archive

Open Flamingo – open framework to train multimodal LLMs

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Rerun OSS beta is released

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The NetHack Learning Environment

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The Hugging Face Datasets Server is now open-source

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Data Version Control

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Cog: Containers for Machine Learning

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Intel Extension for Scikit-Learn

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MadeWithML – A practical approach to learning production machine learning

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AlphaFold Protein Structure Database

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Tesseract OCR

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Alphafold

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MLJ.jl: A Julia package for composable machine learning

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Show HN: Deploy ML Models on a Budget

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Launch HN: Replicate (YC W20) – Version control for machine learning

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Show HN: GridRoyale, a life simulation for exploring social dynamics

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Show HN: Igel – A CLI tool to run machine learning without writing code

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Show HN: Eiten – open-source tool for portfolio optimization

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Pumas AI: A platform for pharmaceutical modeling and simulation

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Surfboard: Audio Feature Extraction for Modern Machine Learning

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Spleeter – Music Source-Separation Engine

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Gimp-ML – Machine Learning Python plugins for GIMP

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Show HN: KarateClub a Python library for unsupervised machine learning on graphs

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Using OpenAI Gym to train an open-source 3D printed robot

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BMW shares AI tools used in production

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Metaflow, Netflix's Python framework for data science, is now open source

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Spleeter: Extract voice, piano, drums, etc. from any music track

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Streamlit launches open-source machine learning application dev framework

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Unveiling Dark

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Presidio: Customizable data protection and PII data anonymization service

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Machine Learning and Data Science Applications in Industry

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Dark emerges with ‘deployless’ software model

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Towards Reproducible Research with PyTorch Hub

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Microsoft launches a drag-and-drop machine learning tool

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Show HN: Provide a CSV and a target field, generate a model and code to run it

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Transform ML models into native code with zero dependencies

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DVC – Open Source Machine Learning Version Control System

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Ludwig, a code-free deep learning toolbox

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OCaml bindings for PyTorch

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Examples and best practices for building recommendation systems

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Wikipedia2Vec: Optimized Implementation for Learning Embeddings from Wikipedia

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Machine Learning for .NET

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Open-Source Machine Learning Repos to Inspire Your Next Project

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Reproducible machine learning with PyTorch and Quilt

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Reinforcement learning with musculoskeletal models

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The Nengo Neural Simulator

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Machine Learning for .NET

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End-to-end differentiable learning of protein structure

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Minigo: An open-source implementation of the AlphaGo Zero algorithm

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Machine Learning Projects for the Past Year

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Core ML Community Tools

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Yandex open sources CatBoost, a gradient boosting ML library

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MIOpen: AMD's Machine Intelligence Library

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OpenNMT: Open-Source Neural Machine Translation

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MuGo: A minimalist Go engine modeled after AlphaGo

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All Code Implementations for NIPS 2016 Papers

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Tsfresh – Automatic extraction of relevant features from time series

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LightGBM – A fast, distributed, gradient boosting framework

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Top Deep Learning Projects

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Orange: Data Mining Toolbox in Python

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Deepjazz: AI-generated 'jazz'

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Free Machine Learning Library for .NET

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GNU Gneural Network

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Awesome machine learning

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An example Python machine learning notebook for newcomers

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Source Code in TV and Films

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Microsoft Officially Launches Azure Machine Learning Platform

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Azure Machine Learning: A Brief Introduction

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Machine Learning frameworks, libraries and software

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PredictionIO – A machine learning server

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Machine Learning in Python Has Never Been Easier

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Waffles: command-line tools for machine learning and data mining

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Visualisation of Machine Learning Algorithms

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MLX: An array framework for Apple Silicon

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Windows AI Studio Preview

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What I learned from looking at 900 most popular open source AI tools

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Snowflake Arctic Instruct (128x3B MoE), largest open source model

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Windows Copilot Runtime

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Dragonfly: A large vision-language model with multi-resolution zoom

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Rerun: Visualize Multimodal Data over Time

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Show HN: An open-source implementation of AlphaFold3

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