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OpenMMLab Detection Toolbox and Benchmark
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Trixi.jl: Adaptive high-order numerical simulations of conservation laws in Julia
From Mesh Generation to Adaptive Simulation: A Journey in Julia at JuliaCon 2022
High accuracy derivatives, estimated via numerical finite differences (formerly FDM.jl)
Fast and simple fluid simulator in Julia
🔍 finite element analysis for continuum mechanics of solid bodies
Cartographic rendering and mesh analytics powered by PyVista
Data Science for Dynamical System Course
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
Dual purpose Acrobot and Pendubot Platform
myPhysicsLab provides JavaScript classes to build real-time interactive animated physics simulations
A Python-embedded modeling language for convex optimization problems.
Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
Material for the "Probabilistic Machine Learning" Course at the University of Tübingen, Summer Term 2023
Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
VAPOR is the Visualization and Analysis Platform for Ocean, Atmosphere, and Solar Researchers
A library of extension and helper modules for Python's data analysis and machine learning libraries.
Sequential Parameter Optimization in Python
This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.