Comparative analysis of Mamba vs. Transformers trained from scratch. Benchmarking Mamba's linear O(N) scaling and constant-time inference against quadratic attention mechanisms.
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Dec 19, 2025 - Jupyter Notebook
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systems-ml
Here are 6 public repositories matching this topic...
Edge-GNN: Constraint-aware graph neural networks for biological interaction modeling under edge deployment constraints (computational oncology, PPI networks).
machine-learning bioinformatics computational-biology pytorch bioinformatics-pipeline edge-computing gnn graph-neural-network network-medicine computational-oncology edge-ai-models systems-ml protein-interaction-networks
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Mar 24, 2026 - Python
This repository contains a set-associative cache simulator in C with four eviction policies: LRU, LFU, Bélády's OPT, and an online perceptron-based policy that scores by recency, frequency, and per-PC weights updated from a circular eviction history to explore whether a lightweight ML model can approximate OPT at runtime with no offline training.
c machine-learning cache lru perceptron online-learning cache-simulator memory-hierarchy cache-replacement lfu machine-learning-systems belady set-associative-cache cache-replacement-policies systems-ml spec-cpu-2006 crc2-computer-architecture
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Apr 23, 2026 - C
Neural network built from scratch in NumPy to classify data-center workloads based on thermal load indicators (CPU utilization, runtime), using Google cluster traces.
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Jan 5, 2026 - Python
Repo for CUDA C++ GPU kernels for ML and HPC.
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Jul 6, 2025 - Cuda
This repository is a CacheLib prototype of TARDIS, a learned cache eviction policy as part of the LDOS Expeditions project at UT Austin. It implements LRUForgive and S3FIFOForgive with a log-structured multithreaded architecture, and is evaluated against LRU & S3FIFO on real traces to to measure miss-ratio improvement under high eviction pressure.
machine-learning cache lru machine-learning-algorithms tardis log-structured lru-cache sigcomm storage-systems spsc-queue ldos cache-eviction-policy cachelib mulithreading s3fifo systems-ml key-value-cache cache-re cache-evi learned-systems
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Jul 16, 2026 - C++
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