Topic: mathematics Goto Github

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casadi / casadi
mathematics,CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.
Organization: casadi
Home Page: http://casadi.org
optimization nonlinear derivatives code-generation numerical-calculations academic-project scientific-computing mathematics symbolic-manipulation parameter-estimation optimal-control modular matlab octave python c-plus-plus library algorithmic-differentation nonlinear-programming

digantamisra98 / mish
mathematics,Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
User: digantamisra98
Home Page: https://www.bmvc2020-conference.com/assets/papers/0928.pdf
deep-learning activation-functions mathematics neural-networks computer-vision bmvc bmvc20 object-detection image-classification

hijkzzz / awesome-llm-strawberry
mathematics,A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 and reasoning techniques.
User: hijkzzz
chain-of-thought coding llm mathematics mcts openai-o1 strawberry reinforcement-learning

huangcongqing / algorithms_mathmodels
mathematics,【国赛】【美赛】数学建模相关算法 MATLAB实现（2018年初整理）
User: huangcongqing
matlab mathematics algrithm

igraph / igraph
mathematics,Library for the analysis of networks
Organization: igraph
Home Page: https://igraph.org
graph-algorithms network-graph c mathematics complex-networks graph-theory network-analysis

michaelgutmann / ml-pen-and-paper-exercises
mathematics,Pen and paper exercises in machine learning
User: michaelgutmann
exercises-solutions machine-learning mathematics

tangyudi / ai-learn
mathematics,人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
User: tangyudi
machine-learning deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2

visualize-ml / book3_elements-of-mathematics
mathematics,Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！
User: visualize-ml
data-science linear-algebra machine-learning mathematics matrix

visualize-ml / book4_power-of-matrix
mathematics,Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！
User: visualize-ml
linear linear-algebra machine-learning mathematics matrix matrix-factorization

weijie-chen / linear-algebra-with-python
mathematics,Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
User: weijie-chen
mathematics linear-algebra python jupyter data-science data-visualization data-analysis matrix matrix-calculations computational-science

zhaipro / easy12306
mathematics,使用机器学习算法完成对12306验证码的自动识别
User: zhaipro
deep-learning mathematics captcha 12306

zslucky / awesome-ai-books
mathematics,Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
User: zslucky
ai algorithms artificial-intelligence books data-mining deep-learning learning machine-learning mathematics pdf playground quantum-algorithms quantum-computing quantum-information reading reinforcement-learning