deep learning architectures and research tools
Recent window: last 5.2 months (2026-04-25 → 2026-09-29), compared with the prior 5.2 months.
These products offer novel machine learning model implementations, training optimizations, and low-level systems engineering utilities. They are primarily built for AI researchers, computer scientists, and systems developers experimenting with foundational algorithms. Unlike high-level AI SaaS applications, this cluster focuses on architectural research, model internals, and technical computing experiments.
Metrics
- Stage
- heating
- Recent count
- 51
- Prior count
- 9
- Total count
- 66
- Momentum
- 300.00
- Attention
- 0.49
- Crowding
- 0.18
- Concentration
- 0.82
- Opportunity
- 0.62
Opportunity components
- Attention
- 0.49
- Low crowding
- 0.82
- Momentum (normalized)
- 1.00
- Low concentration
- 0.18
Monthly trajectory
Source split
- github
- 39 (0.76)
- hn
- 11 (0.22)
- ph
- 1 (0.02)
- yc
- 0 (0.00)
Dominant source: github · Divergence: 0.76
Similar themes
- scientific computing and algorithmic tools (0.58)
- local inference engines and compact models (0.53)
- interactive 3D and creative web experiments (0.52)
- AI infrastructure and inference optimization (0.52)
- voice AI and speech tools (0.49)
- experimental AI and simulation tools (0.47)
- experimental utilities and interactive visualizers (0.46)
- computational geometry and spatial algorithms (0.46)
Members
| Name | Source | Upvotes ▼ | Launched |
|---|---|---|---|
| recurrent-looped-tranformer | GITHUB | 853 | 2026-09-12 |
| electrical-engineering | GITHUB | 416 | 2026-09-20 |
| Covalent-MAS | GITHUB | 337 | 2026-09-19 |
| Duplicate 3 layers in a 24B LLM, logical deduction .22→.76. No training | HN | 265 | 2026-03-18 |
| MacMind | HN | 159 | 2026-04-16 |
| lcs-recomp | GITHUB | 149 | 2026-09-24 |
| A-Survey-on-Looped-Transformers | GITHUB | 101 | 2026-09-09 |
| transformer-architecture | GITHUB | 67 | 2026-09-11 |
| Aha-Engine | GITHUB | 63 | 2026-09-10 |
| magnet-finder | GITHUB | 63 | 2026-09-10 |
| TurboGPT: train 22KiB transformer in 13s | HN | 56 | 2026-09-29 |
| RLT | GITHUB | 51 | 2026-09-13 |
| STEPQuant | GITHUB | 49 | 2026-09-29 |
| SHDL | HN | 48 | 2026-01-28 |
| GLiFormer | GITHUB | 46 | 2026-09-11 |
| spivak-lean | GITHUB | 42 | 2026-09-26 |
| PrunedCTC | GITHUB | 40 | 2026-09-27 |
| ComfyUI-YuE2 | GITHUB | 38 | 2026-09-10 |
| TRiP | HN | 38 | 2026-04-30 |
| ablation | GITHUB | 31 | 2026-09-23 |
| digislicer | GITHUB | 26 | 2026-09-26 |
| Aha-Looped-Transformer | GITHUB | 25 | 2026-09-15 |
| MetaCog | GITHUB | 19 | 2026-09-20 |
| recurrent-transformer | GITHUB | 18 | 2026-09-25 |
| multipassword | GITHUB | 17 | 2026-09-20 |
| Hierarchos-Native | GITHUB | 17 | 2026-09-16 |
| anno117_pipe_example | GITHUB | 17 | 2026-09-17 |
| A udev implementation in Guile Scheme | HN | 17 | 2026-07-27 |
| Symbolic Circuit Distillation: prove program to LLM circuit equivalence | HN | 16 | 2026-01-06 |
| nodered-industrial-automation | GITHUB | 15 | 2026-09-29 |
| Turbo-dLLM | GITHUB | 15 | 2026-09-16 |
| pid-pressure-control | GITHUB | 15 | 2026-09-29 |
| RTI | GITHUB | 14 | 2026-09-10 |
| gaussian-light-transport | GITHUB | 14 | 2026-09-11 |
| scaling-exponents | GITHUB | 13 | 2026-09-15 |
| mnist-from-scratch-to-pytorch | GITHUB | 13 | 2026-09-13 |
| PoincareConjecture | GITHUB | 13 | 2026-09-28 |
| FastLanes based integer compression in Zig | HN | 12 | 2025-12-01 |
| Remap | HN | 12 | 2026-08-26 |
| Looped-DiT | GITHUB | 11 | 2026-09-29 |
| understanding-opd-crosscoders | GITHUB | 11 | 2026-09-28 |
| dsh-whale-sway | GITHUB | 11 | 2026-09-29 |
| biquad-voxengo | GITHUB | 10 | 2026-09-11 |
| pi-system-prompts | GITHUB | 10 | 2026-09-13 |
| lr-core-binary | GITHUB | 9 | 2026-09-13 |
| I made a new compression algorithm | HN | 9 | 2026-01-29 |
| braun_rb-26 | GITHUB | 9 | 2026-09-14 |
| turnrelay | GITHUB | 8 | 2026-09-14 |
| REPI | GITHUB | 8 | 2026-09-28 |
| RecursiveCWM_code | GITHUB | 8 | 2026-09-13 |