Machine Learning library for the emerging Mojo/Python ecosystem

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

List of SaaS boilerplates (starter kits)

An implementation of Shazam's song recognition algorithm.

Learn System Design concepts and prepare for interviews using free resources.

Curated Data Science resources (Free & Paid) to help aspiring and experienced data scientists learn, grow, and advance their careers.

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Template to quickstart a SAAS business

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."

Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

🔥 Machine Learning Notebooks

Applied Deep Learning Course

Organize your experiments into discrete steps that can be cached and reused throughout the lifetime of your research project.

Pure Rust implementation of a minimal Generative Pretrained Transformer

basic algorithms of reinforcement learning

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

In this project, I explored how local LLMs can be used to label data and support analyses. Specifically, I used Llama2 model to automatically categorise my bank transaction data.

Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free

Production-ready platform for agentic workflow development.

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

🔍 LangKit: An open-source toolkit for monitoring Large Language Models (LLMs). 📚 Extracts signals from prompts & responses, ensuring safety & security. 🛡️ Features include text quality, relevance m…

PyTorch code for SpERT: Span-based Entity and Relation Transformer

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

The Startup CTO's Handbook, a book covering leadership, management and technical topics for leaders of software engineering teams

A guidance language for controlling large language models.

TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.