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    50 repositories

    • qwen-ocaml

      Public
      From-scratch OCaml inference engine for Qwen2.5/Qwen3 — the spine of a course on efficient LLM inference, from the metal up (correctness-graded, roofline-driven…
      OCaml
      •
      Apache License 2.0
      •0•1•0•0•Updated Jun 1, 2026Jun 1, 2026

    • notebooks

      Public
      code for deep learning courses
      deep-learningtutorialspytorch
      deep-learningtutorialspytorch
      Jupyter Notebook
      •
      Apache License 2.0
      •333•1.3k•0•0•Updated May 29, 2026May 29, 2026

    • llm_controlled-generation

      Public
      Exploring controlled generation with LLMs
      Python
      •
      Apache License 2.0
      •2•4•0•0•Updated Mar 24, 2026Mar 24, 2026

    • dataflowr-tools

      Public
      Python CLI, REST API, and MCP server for the Deep Learning DIY course
      apiclicourse
      apiclicoursedeep-learningneural-networksllmmcp-server
      Python
      •
      Apache License 2.0
      •1•4•0•0•Updated Mar 11, 2026Mar 11, 2026

    • transcripts

      Public
      HTML
      •
      Apache License 2.0
      •0•0•0•0•Updated Mar 7, 2026Mar 7, 2026

    • llm_efficiency

      Public
      KV Cache & LoRA for minGPT
      pytorchlorakv-cache
      pytorchlorakv-cachellm
      Python
      •
      Apache License 2.0
      •9•61•0•0•Updated Mar 4, 2026Mar 4, 2026

    • gpu_llm_flash-attention

      Public
      Course on Flash-attention in Triton
      gpupytorchtriton
      gpupytorchtritonattention-mechanismflash-attention
      Jupyter Notebook
      •
      Apache License 2.0
      •10•102•0•0•Updated Feb 9, 2026Feb 9, 2026

    • website

      Public
      code for the website
      deep-learningjuliafranklin
      deep-learningjuliafranklin
      CSS
      •
      Apache License 2.0
      •8•65•0•0•Updated Dec 22, 2025Dec 22, 2025

    • chaining-gnn-graph-alignment

      Public
      Bootstrap learning approach for the combinatorial Graph Alignment Problem using chained FGNNs
      Python
      •
      Apache License 2.0
      •1•0•0•0•Updated Dec 9, 2025Dec 9, 2025

    • Project-vit-explain

      Public
      Explainability for Vision Transformers
      Python
      •
      MIT License
      •108•0•0•0•Updated Mar 14, 2024Mar 14, 2024

    • Project-evaluating-bayesian-deep-learning

      Public
      Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.
      Python
      •
      MIT License
      •30•1•0•0•Updated Feb 28, 2024Feb 28, 2024

    • Project-VQ-VAE-Images

      Public
      PyTorch implementation of VQ-VAE applied on CIFAR10 dataset
      Python
      •
      MIT License
      •9•2•0•1•Updated Mar 14, 2023Mar 14, 2023

    • Project-Crowd-Counting-C-3-Framework

      Public
      An open-source PyTorch code for crowd counting
      Python
      •
      MIT License
      •197•0•0•1•Updated Mar 14, 2023Mar 14, 2023

    • Project-hlb-CIFAR10

      Public
      Train to 94% on CIFAR-10 in less than 10 seconds on a single A100, the current world record. Or ~95.77% in ~188 seconds.
      Python
      •
      Apache License 2.0
      •81•0•0•0•Updated Mar 8, 2023Mar 8, 2023

    • Project-nerf-pytorch

      Public
      A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
      Python
      •
      MIT License
      •1.1k•0•0•0•Updated Feb 7, 2023Feb 7, 2023

    • Projetc-deep_gcns_torch

      Public
      Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org
      Python
      •
      MIT License
      •153•0•0•0•Updated Feb 6, 2023Feb 6, 2023

    • Project-normalizing-flows

      Public
      PyTorch implementation of normalizing flow models
      Python
      •
      MIT License
      •129•0•0•0•Updated Feb 6, 2023Feb 6, 2023

    • Project-tiny-diffusion

      Public
      A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.
      Jupyter Notebook
      •81•1•0•0•Updated Feb 6, 2023Feb 6, 2023

    • Project-pytorch-ddpm

      Public
      Unofficial PyTorch implementation of Denoising Diffusion Probabilistic Models
      Python
      •
      Do What The F*ck You Want To Public License
      •75•0•0•0•Updated Feb 6, 2023Feb 6, 2023

    • Project-attention_flow

      Public
      Jupyter Notebook
      •37•0•0•0•Updated Feb 6, 2023Feb 6, 2023

    • Project-LOST

      Public
      Pytorch implementation of LOST unsupervised object discovery method
      Python
      •
      Other
      •30•0•0•0•Updated Feb 5, 2023Feb 5, 2023

    • Project-patchcore-inspection

      Public
      Python
      •
      Apache License 2.0
      •252•1•0•0•Updated Feb 5, 2023Feb 5, 2023

    • Project-diwa

      Public
      DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization
      Python
      •
      Apache License 2.0
      •4•0•0•0•Updated Feb 5, 2023Feb 5, 2023

    • Project-PODA

      Public
      Official implementation of "PODA: Prompt-driven Zero-shot Domain adaptation"
      Python
      •
      Apache License 2.0
      •14•0•0•0•Updated Feb 5, 2023Feb 5, 2023

    • Project-side-tuning

      Public
      sidetuning.berkeley.edu
      Python
      •
      MIT License
      •3•0•0•0•Updated Feb 5, 2023Feb 5, 2023

    • Project-Acoustic-Scene-Classification-DCASE

      Public
      Python
      •
      Other
      •6•0•0•0•Updated Feb 5, 2023Feb 5, 2023

    • quiz

      Public
      1•2•0•1•Updated Jan 10, 2023Jan 10, 2023

    • slides

      Public
      slides about deep learning
      HTML
      •
      Apache License 2.0
      •2•6•1•0•Updated Jan 10, 2023Jan 10, 2023

    • Project-age-estimation-pytorch

      Public
      PyTorch-based CNN implementation for estimating age from face images
      Python
      •86•4•3•2•Updated Mar 9, 2022Mar 9, 2022

    • Project-Neural-Bootstrapper

      Public
      Neural Bootstrapper (NeuBoots)
      Python
      •
      MIT License
      •4•0•0•0•Updated Mar 1, 2022Mar 1, 2022
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