AI Tools · machine-learning Tools

qlib

github

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

photoprism

github

AI-Powered Photos App for the Decentralized Web 🌈💎✨

supervision

github

We write your reusable computer vision tools. 💜

google-research

github

Google Research

Open-Assistant

github

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

Coursera-ML-AndrewNg-Notes

github

吴恩达老师的机器学习课程个人笔记

caffe

github

Caffe: a fast open framework for deep learning.

ai-engineering-hub

github

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

Vane

github

Vane is an AI-powered answering engine.

spaCy

github

💫 Industrial-strength Natural Language Processing (NLP) in Python

CLIP

github

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

github

500 AI Machine learning Deep learning Computer vision NLP Projects with code

netron

github

Visualizer for neural network, deep learning and machine learning models

ML-From-Scratch

github

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

pytorch-lightning

github

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

AI-Expert-Roadmap

github

Roadmap to becoming an Artificial Intelligence Expert in 2022

DeepFaceLive

github

Real-time face swap for PC streaming or video calls

qdrant

github

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

EasyOCR

github

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

data-science-ipython-notebooks

github

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.

awesome-datascience

github

:memo: An awesome Data Science repository to learn and apply for real world problems.

applied-ml

github

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

machine-learning-for-software-engineers

github

A complete daily plan for studying to become a machine learning engineer.

d2l-en

github

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.