Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
$ npx skills add Lightning-AI/pytorch-lightningAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
$ npx skills add Lightning-AI/pytorch-lightningA python library for user-friendly forecasting and anomaly detection on time series.
$ npx skills add unit8co/darts:earth_americas: machine learning tutorials (mainly in Python3)
$ npx skills add ethen8181/machine-learningRelax! Flux is the ML library that doesn't make you tensor
$ npx skills add FluxML/Flux.jl📺 Discover the latest machine learning / AI courses on YouTube.
$ npx skills add dair-ai/ML-YouTube-CoursesRay is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
$ npx skills add ray-project/rayDeep Learning for humans
$ npx skills add keras-team/kerasCLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
$ npx skills add openai/CLIP💫 Industrial-strength Natural Language Processing (NLP) in Python
$ npx skills add explosion/spaCyThe "Python Machine Learning (2nd edition)" book code repository and info resource
$ npx skills add rasbt/python-machine-learning-book-2nd-editionLow-code framework for building custom LLMs, neural networks, and other AI models
$ npx skills add ludwig-ai/ludwig邱锡鹏《神经网络与深度学习》(蒲公英书)理论书 v2 与通识版
$ npx skills add nndl/nndlMaterials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
$ npx skills add mrdbourke/pytorch-deep-learningThe AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
$ npx skills add wandb/wandb此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。
$ npx skills add NLP-LOVE/ML-NLPA Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.
$ npx skills add yzhao062/pyodHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Machine Learning Roadmap if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.