FlorianDietz / comgraLinks
A tool to analyze and debug neural networks in pytorch. Use a GUI to traverse the computation graph and view the data from many different angles at the click of a button.
☆290Updated 10 months ago
Alternatives and similar repositories for comgra
Users that are interested in comgra are comparing it to the libraries listed below
Sorting:
- An interactive HTML pretty-printer for machine learning research in IPython notebooks.☆448Updated 2 months ago
- Automatic gradient descent☆215Updated 2 years ago
- Minimalistic, extremely fast, and hackable researcher's toolbench for GPT models in 307 lines of code. Reaches <3.8 validation loss on wi…☆350Updated last year
- ☆144Updated 2 years ago
- A pure NumPy implementation of Mamba.☆223Updated last year
- ☆150Updated last year
- A Jax-based library for building transformers, includes implementations of GPT, Gemma, LlaMa, Mixtral, Whisper, SWin, ViT and more.☆295Updated last year
- Python library for designing and training your own Diffusion Models with PyTorch☆288Updated 4 months ago
- Documented and Unit Tested educational Deep Learning framework with Autograd from scratch.☆122Updated last year
- A complete end-to-end pipeline for LLM interpretability with sparse autoencoders (SAEs) using Llama 3.2, written in pure PyTorch and full…☆625Updated 7 months ago
- Puzzles for exploring transformers☆373Updated 2 years ago
- run paligemma in real time☆133Updated last year
- Package for extracting and mapping the results of every single tensor operation in a PyTorch model in one line of code.☆618Updated 3 weeks ago
- TensorHue is a Python library that allows you to visualize tensors right in your console, making understanding and debugging tensor conte…☆120Updated 8 months ago
- MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvement…☆400Updated this week
- An interactive exploration of Transformer programming.☆269Updated last year
- ☆309Updated last year
- For optimization algorithm research and development.☆542Updated last week
- ☆248Updated last year
- Visualize the intermediate output of Mistral 7B☆375Updated 9 months ago
- git extension for {collaborative, communal, continual} model development☆215Updated 11 months ago
- An implementation of PSGD Kron second-order optimizer for PyTorch☆96Updated 2 months ago
- ☆247Updated 3 months ago
- A repository for log-time feedforward networks☆222Updated last year
- Official implementation of MetaTree: Learning a Decision Tree Algorithm with Transformers☆114Updated last year
- 🤖 A PyTorch library of curated Transformer models and their composable components☆893Updated last year
- Memory mapped numpy arrays of varying shapes☆303Updated last year
- Highly commented implementations of Transformers in PyTorch☆136Updated 2 years ago
- ☆283Updated last year
- Code implementing "Efficient Parallelization of a Ubiquitious Sequential Computation" (Heinsen, 2023)☆94Updated 10 months ago