Top #Mac Tools & Software

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.

xgboost

github

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

fastai

github

The fastai deep learning library

awesome-deep-learning

github

A curated list of awesome Deep Learning tutorials, projects and communities.

keepassxc

github

KeePassXC is a cross-platform community-driven port of the Windows application “KeePass Password Safe”.

Resume-Matcher

github

Improve your resumes with Resume Matcher. Get insights, keyword suggestions and tune your resumes to job descriptions.

DeepSpeech

github

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

Wox

github

A cross-platform launcher that simply works

awesome-deep-learning-papers

github

The most cited deep learning papers

modular

github

The Modular Platform (includes MAX & Mojo)

pumpkin-book

github

南瓜书：《机器学习》（西瓜书）公式详解

handson-ml

github

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

mlflow

github

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.