Deep Learning Fundamentals -- Code material and exercises
☆404Feb 28, 2024Updated 2 years ago
Alternatives and similar repositories for dl-fundamentals
Users that are interested in dl-fundamentals are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆598Sep 17, 2023Updated 2 years ago
- Triton Server Component for lightning.ai☆14Feb 15, 2023Updated 3 years ago
- Common Python utilities and GitHub Actions in Lightning Ecosystem☆62May 12, 2026Updated last week
- Code Repository for Machine Learning with PyTorch and Scikit-Learn☆5,178Jan 2, 2026Updated 4 months ago
- DiffusionWithAutoscaler☆29Apr 2, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Simple repository contribution statistics☆15May 14, 2026Updated last week
- A 4-hour coding workshop to understand how LLMs are implemented and used☆1,095Jan 13, 2025Updated last year
- Lightning support for Intel Habana accelerators.☆25Aug 1, 2025Updated 9 months ago
- Lightning HPO & Training Studio App☆18Apr 12, 2023Updated 3 years ago
- Automate issue discovery for your projects against Lightning nightly and releases.☆46May 6, 2025Updated last year
- A clean no-jargon mathematical definition of transforrmer language model with a Python implementation that focuses on clarity rather than…☆11Jul 23, 2022Updated 3 years ago
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,079Jul 1, 2025Updated 10 months ago
- ☆14Mar 9, 2023Updated 3 years ago
- Lightning Bits: Engineering for Researchers repo☆134Aug 29, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- PyTorch compiler that accelerates training and inference. Get built-in optimizations for performance, memory, parallelism, and easily wri…☆1,458Apr 27, 2026Updated 3 weeks ago
- starting point for Kaggle attempt :]☆18May 14, 2026Updated last week
- Machine learning metrics for distributed, scalable PyTorch applications.☆2,435May 12, 2026Updated last week
- zero-to-lightning☆33May 6, 2024Updated 2 years ago
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆13,364May 1, 2026Updated 2 weeks ago
- Machine Learning Q and AI book☆837Dec 17, 2025Updated 5 months ago
- Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023☆3,151Mar 30, 2026Updated last month
- Machine Learning Serving focused on GenAI with simplicity as the top priority.☆60Apr 6, 2026Updated last month
- Trying out Rust☆11Dec 12, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Collection of useful machine learning codes and snippets (originally intended for my personal use)☆840Mar 21, 2024Updated 2 years ago
- Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻🦸🏽☆1,557Mar 14, 2024Updated 2 years ago
- This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog po…☆93Jul 14, 2023Updated 2 years ago
- 🧠 A study guide to learn about Transformers☆1,636Jun 3, 2023Updated 2 years ago
- MNIST files in PNG format☆17May 29, 2022Updated 3 years ago
- ☆130Oct 25, 2023Updated 2 years ago
- A curated resources on what's happening in multimodal learning. Features recent papers, books, related lectures, and other relevant resou…☆16Apr 28, 2023Updated 3 years ago
- Blog of the LibreCV.org☆10May 17, 2021Updated 5 years ago
- ☆12Nov 23, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code/Notebook used for Machine Learning/Deep Learning or Programming Talks☆13Jul 25, 2024Updated last year
- ☆26Feb 15, 2023Updated 3 years ago
- Notebook and Scripts that showcase running quantized diffusion models on consumer GPUs☆38Oct 28, 2024Updated last year
- Machine learning for molecular dynamics☆13Jan 9, 2025Updated last year
- ☆12Apr 20, 2021Updated 5 years ago
- ChatBot App built using LangChain and Lightning AI☆17Mar 4, 2023Updated 3 years ago
- ☆20Oct 3, 2022Updated 3 years ago