The most cited deep learning papers
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TranslatedGraduate student mathematical modeling, undergraduate mathematical modeling, outstanding papers from mathematical modeling competitions, mathematical modeling algorithms, LaTeX paper templates, algorithm mind maps, reference books, Matlab software tutorials, PPT
- mathematics
- math
- algorithm
- matlab
TranslatedLeetCode solutions, complete edition with 151 problems.
Classical equations and diagrams in machine learning
A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
RISC-V Instruction Set Manual
《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）
- machine-learning
- software-architecture
- textbook
- computer-systems
The book "Performance Analysis and Tuning on Modern CPU"
Open source book dedicated to helping you to make the best possible sourdough bread at home.
- baking
- bread
- cooking
- sourdough
List of articles related to deep learning applied to music
- awesome
- awesome-list
- unicorns
- list
It is open source ebook about TensorFlow kernel and implementation mechanism.
《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models
- machine-translation
- deep-learning
- natural-language-processing
- neural-machine-translation
Pen and paper exercises in machine learning
- exercises-solutions
- machine-learning
- mathematics
《迁移学习简明手册》LaTex源码
- transfer-learning
- domain-adaptation
- tutorial
- awsome
A machine translation reading list maintained by Tsinghua Natural Language Processing Group
- machine-translation
- reading-list
:orange_book: The probability and statistics cookbook
- probability
- statistics
- cheatsheet
- cookbook
A textbook on informal homotopy type theory
Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.
A selection of state-of-the-art research materials on trajectory prediction
- trajectory-prediction
- trajectory-generation
- social-interactions
- behavior-prediction
Examples for the usage of LaTeX
- latex
- tex
- tikz
- mathematics
A curated list of resources for the conservation, development, and documentation of low resource (human) languages.
- endangered-languages
- natural-language
- language-resources
- human-language
Online version of Bischl, B., Sonabend, R., Kotthoff, L., & Lang, M. (Eds.). (2024). "Applied Machine Learning Using mlr3 in R". CRC Press.
- mlr3
- machine-learning
- book
- bookdown
Survey companion for Computational Character Modeling: role-playing methods, data foundations, and evaluation, organized by the manuscript.
- awesome-list
- large-language-models
- role-playing-agents
- survey