1.rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
- gpt
- large-language-models
- llm
- python
- pytorch
- ai
- +13 more
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42 repositories by Attention Score · Aug 7, 2026 – Nov 4, 2026 (UTC)
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Translated📚 Building large models from scratch
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
Reference PyTorch implementation and models for DINOv3
Anthropic's educational courses
A latent text-to-image diffusion model
TranslatedChinese tutorial on reinforcement learning (Mushroom Book 🍄), read online at: https://datawhalechina.github.io/easy-rl/
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
The fastai book, published as Jupyter Notebooks
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
Translated"Lee Hung-yi's Deep Learning Tutorial" (recommended by Professor Hung-yi Lee 👍, the Apple Book 🍎), PDF download address: https://github.com/datawhalechina/leedl-tutorial/releases
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Your new Mentor for Data Science E-Learning.
Foundational Models for State-of-the-Art Speech and Text Translation
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
WebGL accelerated JavaScript molecular graphics library
Pathology Foundation Model - Nature Medicine
WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
Foundation Models for Genomics & Transcriptomics
Algorithms for outlier, adversarial and drift detection
Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics
The Udacity open source self-driving car project
Handout for the tutorial "Creating publication-quality figures with matplotlib"
scPerturb: A resource and a python/R tool for single-cell perturbation data
Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis
From the basics to slightly more interesting applications of Tensorflow
Cleora AI is a general-purpose open-source model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data. Created by Synerise.com team.
The repository host gives no description.
Elastic Malware Benchmark for Empowering Researchers
This trading-gym is the first trading for agent to train with episode of short term trading itself.
Koç University deep learning framework.
Detecting Text in Natural Image with Connectionist Text Proposal Network (ECCV'16)
Collection of tools and code examples to demonstrate best practices in using Amazon EC2 Spot Instances.
Machine learning for Analysis of Proteomics in Spatial biology - Nature Communications
Exploring the space of drug combinations to discover synergistic drugs using Active Learning