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AI学习资料归纳，包含了基础理论知识，书籍，文章和论文
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0voice
新手上路
2025-12-17 09:06
主楼
learning-Journey-AI 是一个2025年最新整理推出AI学习资料归纳，包含了基础理论知识，书籍，文章和论文以方便学习，还提供了各种实战项目和工具以方便练习
Course
README.md
Deep learning
nlp.md
readme.md
神经网络.md
计算机视觉.md
Image2.jpg
LICENSE.md
Machine Learning
ML.md
readme.md
Project
NLP
README.md
chatbot.py
chinese_sentiment.py
faq_qa.py
main.py
news_classification.py
requirements.txt
translate.py
Phase0
README.md
expression_evaluator.py
main.py
maze_path_finder.py
queue_system.py
student_manager.py
Phase1
README.md
credit_risk_model.py
house_price_prediction.py
iris_classification.py
kmeans_segmentation.py
main.py
requirements.txt
spam_classifier.py
Phase2
README.md
dog_cat_classifier
fer2013
main.py
mnist
requirements.txt
speech_commands
style_transfer
style_transfer_note.md
Phase3
README.md
diffusion_generator.py
main.py
ocr_tesseract.py
realtime_face_recognition.py
requirements.txt
unet_segmentation.py
yolov5_detection.py
ai-chatbot
models
readme.md
requirements.txt
utils
ai-code-assistant
README.md
app.py
assistant
examples
models
code_llm
README.md
requirements.txt
ai-image-search
README.md
app.py
models
requirements.txt
utils
ai-interviewer
README.md
app.py
core
requirements.txt
ai-math-grader
README.md
app.py
examples
test1.png
grader
universal-recommender
README.md
app.py
examples
1.txt
models
image_model
README.md
text_model
README.md
modules
requirements.txt
图像分类实战.md
文本情感分析.md
聊天机器人构建.md
Python and Math
math.md
python.md
readme.md
README.md
books
readme.md
papers
A Gaussian process approach for rapid evaluation of skin tension.pdf
Attention Is All You Need.pdf
Causal Estimation of Tokenisation Bias.pdf
Classification and enumeration of solid-solid phase transition mechanisms.pdf
Core-collapse supernova parameter estimation with the upcoming Vear C. Rubin Oberbatory.pdf
DEEP NEURAL NETWORKS HUNTING ULTRA-LIGHT DARK MATTER.pdf
Deep-learned error mitigation via partially knitted circuits for the variational quantum eigensolver.pdf
Does Prompt Design Impact Quality of Data Imputation by LLMs.pdf
Dreaming up scale invariance via inverse renormalization group.pdf
EDEN Entorhinal Driven Egocentric Navigation.pdf
EMBER2024 - A Benchmark Dataset for Holistic Evaluation of Malware Classifiers.pdf
FASTER APPROX. TOP-K HARNESSING THE FULL POWER OF TWO STAGES.pdf
Hybrid deep learning and iterative methods for accelerated solutions of viscous incompressible flow.pdf
Lions and Muons：Optimization via Stochastic Frank-Wolfe.pdf
Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback.pdf
Not All Tokens Are Meant to Be Forgotten.pdf
OPTIMAL TRANSPORT-BASED DOMAIN ALIGNMENT AS A PREPROCESSING STEP FOR FEDERATED LEARNING.pdf
On the Usage of Gaussian Process for Efficient Data Valuation.pdf
Physics-Constrained Flow Matching.pdf
Plant Bioelectric Early Warning Systems A Five-Year Investigation into Human-Plant Electromagnetic Communication.pdf
Quantifying Query Fairness Under Unawareness.pdf
R-Search：Empowering LLM Reasoning with Search via Multi-Reward Reinforcement Learning.pdf
Reliably detecting model failures in deployment without labels.pdf
SkipGPT：SkipGPT：Dynamic Layer Pruning Reinvented with Token Awareness andDynamic Layer Pruning Reinvented with Token Awareness and Modoule Decoupling.pdf
Synthetic multi-inversion time magnetic resonance images for visualization of subcortical structures.pdf
Torsion in Persistent Homology and Neural Networks.pdf
Understanding Stability Mechanisms in Single-Atom Alloys with Theory-infused Deep Learning.pdf
Understanding challenges to the interpretation of disaggregated evaluation of algorithmic fairness.pdf
readme.md
tools
MLOps和监控.md
README.md
强化学习.md
数据处理与分析.md
框架.md
模型优化与加速.md
模型部署.md
深度学习.md
自动化和工具集成.md
计算机视觉.md
0voice/learning-Journey-AI
所有权归 github.com/0voice/learning-Journey-AI 拥有。本站仅提供github文件链接，不对仓库内容负责
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