Deriving steepest descent convergence bounds and hyperparameter scaling laws in machine learning optimization from first principles, formalized in LEAN.
☆16Apr 11, 2026Updated 3 months ago
Alternatives and similar repositories for steepest-descent-lean
Users that are interested in steepest-descent-lean are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of Categorical Flow Maps on text.☆67Feb 16, 2026Updated 4 months ago
- A package for defining deep learning models using categorical algebraic expressions.☆61Jul 27, 2024Updated last year
- ☆23Dec 3, 2025Updated 7 months ago
- Detect wildfires using ML on images from cameras on vantage points☆11Jun 6, 2026Updated last month
- Code for "What really matters in matrix-whitening optimizers?"☆24Oct 31, 2025Updated 8 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆13Jul 2, 2024Updated 2 years ago
- [NeurIPS 2023] and [ICLR 2024] for robustness certification.☆10Nov 30, 2024Updated last year
- ☆10Oct 27, 2023Updated 2 years ago
- Rethinking the Trust Region in LLM Reinforcement Learning☆61Mar 2, 2026Updated 4 months ago
- World-Gymnast: Training Robots with Reinforcement Learning in a World Model☆44Feb 11, 2026Updated 5 months ago
- Numerical Optimisation Library☆17Jul 9, 2023Updated 3 years ago
- ☆32Jul 17, 2024Updated last year
- Interactive React-powered charting library for Lean 4 in VS Code's infoview☆19Updated this week
- ☆13Feb 9, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A scheduler independent blocking mechanism☆20Feb 15, 2024Updated 2 years ago
- NIPS 2017 Adversarial Competition in PyTorch☆15Feb 4, 2018Updated 8 years ago
- Code for the ICML 2021 and ICLR 2022 papers: Skew Orthogonal Convolutions, Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100☆18Feb 20, 2022Updated 4 years ago
- Browser support for Lean using a monaco editor.☆16Jul 3, 2026Updated last week
- Fast vectorized bitarrays for OCaml☆16Jul 11, 2023Updated 3 years ago
- a simple API to use CUPTI☆10Aug 19, 2025Updated 10 months ago
- VidKV: Plug-and-Play 1.x-Bit KV Cache Quantization for Video Large Language Models☆26Mar 26, 2025Updated last year
- A collection of various llm pruning implementations, training code for GPUs & TPUs, and evaluation script.☆69Apr 20, 2026Updated 2 months ago
- ☆20May 24, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆47Jun 10, 2026Updated last month
- a vue-demo：vue仿网易新闻m站☆10Jul 26, 2017Updated 8 years ago
- OCaml library to produce vega-lite visualizations (as json objects)☆17Aug 17, 2022Updated 3 years ago
- https://hf.co/hexgrad/Kokoro-82M☆14Jan 14, 2026Updated 6 months ago
- ☆11Jul 2, 2024Updated 2 years ago
- An homage to Hollow Knight☆17May 8, 2024Updated 2 years ago
- A small collection of formally verified junk theorems provable in Lean4 + Mathlib.☆101Dec 24, 2025Updated 6 months ago
- Why is LLM inference slow — and how do you make it fast? A hands-on, first-principles course: roofline → KV cache → quantization → parall…☆19Jul 1, 2026Updated 2 weeks ago
- ☆28Sep 11, 2017Updated 8 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- An Encoding of Interaction Nets in OCaml☆10Jul 3, 2024Updated 2 years ago
- Llama2 inference in one file of pure OCaml.☆26Sep 16, 2023Updated 2 years ago
- LipSim [ICLR 2024]☆23Mar 19, 2024Updated 2 years ago
- 7GUIs implemented in OCaml with LablGtk3☆17Apr 5, 2025Updated last year
- Two-Level Type Theory☆31Dec 13, 2019Updated 6 years ago
- The Newton-Muon optimizer☆30Jun 5, 2026Updated last month
- OCaml Bindings to MLIR☆16Dec 11, 2020Updated 5 years ago