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2021

高效深度学习：让模型更小、更快、更好

2018

NG CNN 笔记

Gan 原理、证明与实现

Coding

2017

自然语言处理（NLP）知识地图

Recents

OmniDreams：实时世界模型背后的 Self Forcing 与 DMD
想做，但可以不做：AI 时代的注意力与自由
OPD-RL 新范式：diff 出圈——从目标，到奖励，再到梯度
良渚大屋顶半日闲——阅读与休憩
从Pass@k到advantage，一场意想不到的邂逅

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Coding78
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GRPOEA GRU GSG GSPO GTPO GTPO-S Gan Garden-path Gated DeltaNet GiGPO Git Global Pointer Glow Graceful Shutdown Gradient Descent Graph GraphQL Grid Grammar Growth H2O-Danube HMM HPT Hard-SVM Hinge Loss Hope Host-only HuggingLLM Human-Attention Human-in-Loop Human-in-the-Loop ICL IDE IE IQR IcePop Imbalance Data Impossible-Triangle In-Context Learning Industry Inference Inference Scaling Information Extraction Information Theory Instruct InstructGPT Instruction Following Instruction Inference Intuitor Isolation Forest ItemCF JEPA Jaccard Java Jax Job Jupyter JustGRPO K2 KAT KKT KL KS Kernel Kernel Function Kernel Method Keyword Kimi Knowledge Graph L1 LCPO LIMD LIMO LIMR LLM LLM-Colosseum LLaDA LM LOF LR LSTM Labeling Language Model LayerNorm Lexical Semantics Lexicalism Lexicalized CFG Lexicalized Grammars Life Lightning OPD Linear Algebra Linear Sturcture Linked List LinkedList Linux Listen Llama LoRA LoRA-XS Real-time Learning Logistic Regression Lucene Luong Attention MDLM MEMM MF MIO MM Fusion MOPD MR-Search MTL Machine Machine Learning Machine Translation Manacher Managemnt MarkBERT Markov Materialized Views Math Matplotlib Matrix Factorization Median MemAPO Meta Learning Meta RL Metric MiCA MiMo MiniMax Minimum Edit Distance Minkowski MoE Model Evaluation Module Monad Monkey Patch Multi-Head Attention Multi-Modal MultiModal Multitask Multiway Tree NAT NER NLG NLM NLP NLU NMT NNW NOVER NTP Naive Bayes Neo4j Network Ngram NodeJS Normalizing Flow NumPy Numba Numpy OEL OMNI OPD OPRD OPSD ORZ Occupation OmniDreams One-Shot Online Learning Online Softmax Online-DPO-R1 OpenAI OpenClaw OpenSource OpenSpec Orientation P-R PCCG PCFG PEFT PEGASUS PLM PPMI PPO PTM PageRank Palindromic Pandarallel Pandas Partial Parsing Pass@k Passion Pearson Philosophy Phrase Structure Grammar Phrase Structure Grammars Physics Planning PoS Polars Poly-OPD Pooling Position-Encoding Post-Training Post-training Postgres Pragmatic Automatic Processing Pre-Trained Pre-Training Pre-training 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binning context emacs few-shot ffmpeg gated attention gpt-oss harmony format jpype kanban knowledge Graph lightinfer motion node2vec oat-zero off-by-one attention orz pararun promptlog s1 skill spec ssh str trae vim vlc

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