Xtra-Computing/thundergbm
ThunderGBM: Fast GBDTs and Random Forests on GPUs
ThunderSVM: A Fast SVM Library on GPUs and CPUs
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ThunderGBM: Fast GBDTs and Random Forests on GPUs
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Python package built to ease deep learning on graph, on top of existing DL frameworks.
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑💻 Video Tutorials.