Jonathan Besomi

awesome-lego-machine-learning. A curated list of resources dedicated to Machine Learning applications to LEGO bricks

spleeter. Deezer source separation library including pretrained models.

best-of-ml-python. 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

outlines. Structured Outputs

react. The library for web and native user interfaces.

vite. Next generation frontend tooling. It's fast!

tremor-npm. React components to build charts and dashboards

open-llms. 📋 A list of open LLMs available for commercial use.

airbyte. Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

textgen. Open-source desktop app for local LLMs. Text, vision, tool-calling, OpenAI/Anthropic-compatible API. 100% private.

DeepPavlov. An open source library for deep learning end-to-end dialog systems and chatbots.

cube. 📊 Cube Core is open-source semantic layer for AI, BI and embedded analytics

gerev. 🧠 AI-powered enterprise search engine 🔎

babyagi. Python

IOPaint. Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.

JARVIS. JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

Flow-Style-VTON. Python

appsmith. Platform to build admin panels, internal tools, and dashboards. Integrates with 25+ databases and any API.

lit-llama. Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

AlpacaChat. A Swift library that runs Alpaca prediction locally to implement ChatGPT like app on Apple platform devices.

cal.diy. Scheduling infrastructure for absolutely everyone.

Clone-Wars. 100+ open-source clones of popular sites like Airbnb, Amazon, Instagram, Netflix, Tiktok, Spotify, Whatsapp, Youtube etc. See source code, demo links, tech stack, github stars.

next-mdx-blog. Next.js + MDX blog template with Tailwind CSS and TypeScript.

whisper. Robust Speech Recognition via Large-Scale Weak Supervision

discourse. A platform for community discussion. Free, open, simple.

python-patterns. A collection of design patterns/idioms in Python

wtfpython. What the f*ck Python? 😱

flix. The Flix Programming Language

notion-exporter. CLI and library for exporting .md and .csv files from any Notion page.

alphafold. Open source code for AlphaFold 2.

icml18-jtnn. Junction Tree Variational Autoencoder for Molecular Graph Generation (ICML 2018)

axcell. Tools for extracting tables and results from Machine Learning papers

Deep-Learning-Papers-Reading-Roadmap. Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

AI-Expert-Roadmap. Roadmap to becoming an Artificial Intelligence Expert in 2022

triton. Development repository for the Triton language and compiler

typesense. Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences

vit-pytorch. Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

md-ieee-latex-template. A simple Makefile pipeline to convert Markdown files into IEEE paper formatted PDFs using pandoc.

timescaledb. A time-series database for high-performance real-time analytics packaged as a Postgres extension

minGPT. A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

dask. Parallel computing with task scheduling

ClickHouse. ClickHouse® is a real-time analytics database management system

magnitude. A fast, efficient universal vector embedding utility package.

hiring-without-whiteboards. ⭐️ Companies that don't have a broken hiring process

flutter. Flutter makes it easy and fast to build beautiful apps for mobile and beyond

javascript-algorithms. 📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings

transformers. 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

pytorch-lightning. Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

awesome-gpt3.

autogluon. Fast and Accurate ML in 3 Lines of Code

streamlit. Streamlit — A faster way to build and share data apps.

Otto. Otto makes machine learning an intuitive, natural language experience. 🏆 Facebook AI Hackathon winner ⭐️ #1 Trending on MadeWithML.com ⭐️ #4 Trending JavaScript Project on GitHub ⭐️ #15 Trending (All Languages) on GitHub

nlp. :memo: This repository recorded my NLP journey.

amplify. A Jekyll html theme in the vague style of Medium.com built using Google AMP

python-goose. Html Content / Article Extractor, web scrapping lib in Python

TaBERT. This repository contains source code for the TaBERT model, a pre-trained language model for learning joint representations of natural language utterances and (semi-)structured tables for semantic parsing. TaBERT is pre-trained on a massive corpus of 26M Web tables and their associated natural language context, and could be used as a drop-in replacement of a semantic parsers original encoder to compute representations for utterances and table schemas (columns).

nboost. NBoost is a scalable, search-api-boosting platform for deploying transformer models to improve the relevance of search results on different platforms (i.e. Elasticsearch)

rasa. 💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

lime. Lime: Explaining the predictions of any machine learning classifier

robot_judge_2019. Course materials for "Building a Robot Judge: Data Science for the Law", Spring 2019

grobid. A machine learning software for extracting information from scholarly documents

textstat. :memo: python package to calculate readability statistics of a text object - paragraphs, sentences, articles.

Machine-Learning-Tutorials. machine learning and deep learning tutorials, articles and other resources

grover. Code for Defending Against Neural Fake News, https://rowanzellers.com/grover/

neat-vision. Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)

fuzzywuzzy. Fuzzy String Matching in Python

bar_chart_race. Create animated bar chart races in Python with matplotlib

nlp-tutorial. Natural Language Processing Tutorial for Deep Learning Researchers

Chart.js. Simple HTML5 Charts using the <canvas> tag

sigma.js. A JavaScript library aimed at visualizing graphs of thousands of nodes and edges

Korono. 👑Korono: question answering platform for COVID-19 papers

kaggle-cli. Official Kaggle CLI

terminalizer. 🦄 Record your terminal and generate animated gif images or share a web player

remark. A simple, in-browser, markdown-driven slideshow tool.

knockknock. 🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

course-nlp. A Code-First Introduction to NLP course

spark-nlp. State of the Art Natural Language Processing

eli5. A library for debugging/inspecting machine learning classifiers and explaining their predictions

shap. A game theoretic approach to explain the output of any machine learning model.

featexp. Feature exploration for supervised learning

data-science-ipython-notebooks. Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

You-Dont-Know-JS. A book series (2 published editions) on the JS language.

Functional-Light-JS. Pragmatic, balanced FP in JavaScript. @FLJSBook on twitter.

shipit. Universal automation and deployment tool ⛵️

processwire-boilerplate. My personal starter repo for new Processwire projects.