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Title: GitHub - fire717/Machine-Learning: 机器学习&深度学习资料笔记&基本算法实现&资源整理（ML / CV / NLP / DM...） · GitHub

Open Graph Title: GitHub - fire717/Machine-Learning: 机器学习&深度学习资料笔记&基本算法实现&资源整理（ML / CV / NLP / DM...）

X Title: GitHub - fire717/Machine-Learning: 机器学习&深度学习资料笔记&基本算法实现&资源整理（ML / CV / NLP / DM...）

Description: 机器学习&深度学习资料笔记&基本算法实现&资源整理（ML / CV / NLP / DM...）. Contribute to fire717/Machine-Learning development by creating an account on GitHub.

Open Graph Description: 机器学习&深度学习资料笔记&基本算法实现&资源整理（ML / CV / NLP / DM...）. Contribute to fire717/Machine-Learning development by creating an account on GitHub.

X Description: 机器学习&深度学习资料笔记&基本算法实现&资源整理（ML / CV / NLP / DM...）. Contribute to fire717/Machine-Learning development by creating an account on GitHub.

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README.md	https://github.com/fire717/Machine-Learning/blob/master/README.md
README.md	https://github.com/fire717/Machine-Learning/blob/master/README.md
README	https://github.com/fire717/Machine-Learning
	https://github.com/fire717/Machine-Learning#machine-learning
	https://github.com/fire717/Machine-Learning
	https://github.com/fire717/Machine-Learning
	https://github.com/fire717/Machine-Learning
	https://github.com/fire717/Machine-Learning
	https://github.com/fire717/Machine-Learning#0不调库系列
线性回归	https://github.com/fire717/Machine-Learning/blob/master/DIY/ex1_py_liner.ipynb
logistic回归	https://github.com/fire717/Machine-Learning/blob/master/DIY/LR.ipynb
感知机	https://github.com/fire717/Machine-Learning/blob/master/DIY/perceptron.ipynb
SVM(SMO)	https://github.com/fire717/Machine-Learning/blob/master/DIY/SVM.ipynb
神经网络	https://github.com/fire717/Machine-Learning/blob/master/DIY/NN.ipynb
决策树	https://github.com/fire717/Machine-Learning/blob/master/DIY/DecisionTree.ipynb
Adaboost	https://github.com/fire717/Machine-Learning/blob/master/DIY/Adaboost.ipynb
kNN	https://github.com/fire717/Machine-Learning/blob/master/DIY/kNN.ipynb
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EM	https://github.com/fire717/Machine-Learning/blob/master/DIY/EM.ipynb
HMM	https://github.com/fire717/Machine-Learning/blob/master/DIY/HMM.ipynb
条件随机场	https://github.com/fire717/Machine-Learning/blob/master/DIY/CRF.ipynb
kMeans	https://github.com/fire717/Machine-Learning/blob/master/DIY/kMeans.ipynb
PCA	https://github.com/fire717/Machine-Learning/blob/master/DIY/PCA.ipynb
ROC曲线&AUC值	https://github.com/fire717/Machine-Learning/blob/master/DIY/ROC_AUC.ipynb
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demo	https://github.com/fire717/Machine-Learning/blob/master/DIY/tryStacking.ipynb
计算IOU	https://github.com/fire717/Machine-Learning/blob/master/DIY/IOU.py
	https://github.com/fire717/Machine-Learning#1机器学习深度学习
Scikit-learn	https://github.com/fire717/Machine-Learning/blob/master/Base/tools/scikit-learn
机器学习实战	https://github.com/fire717/Machine-Learning/blob/master/Base/books/ML_in_action
机器学习/Andrew Ng	https://github.com/fire717/Machine-Learning/blob/master/Base/courses/coursera_ML
Kaggle	https://github.com/fire717/Machine-Learning/blob/master/Base/challenge/kaggle
Keras ★	https://github.com/fire717/Machine-Learning/blob/master/Base/frameworks/keras
XGBoost	https://github.com/fire717/Machine-Learning/blob/master/Base/tools/xgboost
集体智慧编程	https://github.com/fire717/Machine-Learning/blob/master/Base/books/JTZHBC
Deep Learning/Andrew Ng	https://github.com/fire717/Machine-Learning/blob/master/Base/courses/DL_AndrewNg
天池	https://github.com/fire717/Machine-Learning/blob/master/Base/challenge/tianchi
Tensorflow	https://github.com/fire717/Machine-Learning/blob/master/Base/frameworks/tensorflow
LightGBM	https://github.com/fire717/Machine-Learning/blob/master/Base/tools/lightgbm
Biendata	https://github.com/fire717/Machine-Learning/blob/master/Base/challenge/biendata
PyTorch ★	https://github.com/fire717/Machine-Learning/blob/master/Base/frameworks/pytorch
Spark	https://github.com/fire717/Machine-Learning/blob/master/Base/tools/spark
AI challenge	https://github.com/fire717/Machine-Learning/blob/master/Base/challenge/AIchallenge
Mxnet	https://github.com/fire717/Machine-Learning/blob/master/Base/frameworks/mxnet
DataFountain	https://github.com/fire717/Machine-Learning/blob/master/Base/challenge/DataFountain
Caffe	https://github.com/fire717/Machine-Learning/blob/master/Base/frameworks/caffe
	https://github.com/fire717/Machine-Learning#2自然语言处理
自然语言处理班 - 七月在线	https://github.com/fire717/Machine-Learning/blob/master/Base/courses/qiyuezaixian
NLTK	https://github.com/fire717/Machine-Learning/blob/master/NLP/tools/nltk
jieba	https://github.com/fire717/Machine-Learning/blob/master/NLP/tools/jieba
gensim	https://github.com/fire717/Machine-Learning/blob/master/NLP/tools/gensim
NLPIR	https://github.com/fire717/Machine-Learning/blob/master/NLP/tools/NLPIR
word2vec	https://github.com/fire717/Machine-Learning/blob/master/NLP/tools/word2vec
LDA	https://github.com/fire717/Machine-Learning/blob/master/NLP/tools/lda
介绍	https://blog.csdn.net/qq_31584157/article/details/77709454
使用	https://cloud.tencent.com/developer/article/1042161
社交网络语言re	https://github.com/fire717/Machine-Learning/blob/master/NLP/codes/re.ipynb
funNLP	https://github.com/fighting41love/funNLP
AI写诗	https://github.com/jinfagang/tensorflow_poems
对话系统DeepQA	https://github.com/Conchylicultor/DeepQA
Awesome-Chinese-NLP	https://github.com/crownpku/Awesome-Chinese-NLP
NLP知识点整理>>	https://github.com/fire717/Machine-Learning/blob/master/NLP/knowledge.md
	https://github.com/fire717/Machine-Learning#3计算机视觉
	https://github.com/fire717/Machine-Learning#常用代码
打乱数据集	https://github.com/fire717/Python-Learner/blob/master/tools/numpy/tools/transformation_data.py
计算图像均值方差	https://github.com/fire717/Python-Learner/blob/master/tools/numpy/tools/compute_imgs_mean_std.py
分类数据增强	https://github.com/fire717/Python-Learner/blob/master/tools/OpenCV/dataAugmentation_classify.py
检测数据增强	https://github.com/fire717/Python-Learner/blob/master/tools/OpenCV/dataAugmentation_objectdetect.py
生成VOC目录结构	https://github.com/fire717/Machine-Learning/blob/master/CV/codes/makeVOCDirs.py
标签转xml写入	https://github.com/fire717/Machine-Learning/blob/master/CV/codes/flickr_to_voc.py
coco txt转voc xml	https://github.com/fire717/Machine-Learning/blob/master/CV/codes/txt2xml.py
可视化VOC标签框	https://github.com/fire717/Machine-Learning/blob/master/CV/codes/show_voc_box.py
更新训练验证txt图片名	https://github.com/fire717/Machine-Learning/blob/master/CV/codes/updateTXT.py
VOC转csv格式	https://github.com/fire717/Machine-Learning/blob/master/CV/codes/pascalVOC2csv.py
计算csv格式数据合适的anchor	https://github.com/martinzlocha/anchor-optimization/
labelme标注的人体17点json转COCO	https://github.com/fire717/Machine-Learning/blob/master/CV/codes/to_coco_person17.py
NMS	https://github.com/fire717/Machine-Learning/blob/master/CV/codes/nms.py
Mixup	https://github.com/fire717/Machine-Learning/blob/master/CV/codes/simple_mixup.py
label_smoothing	https://github.com/fire717/Machine-Learning/blob/master/CV/codes/label_smoothing.py
Weighted-Boxes-Fusion(NMS,WBF..)	https://github.com/ZFTurbo/Weighted-Boxes-Fusion
mAP计算	https://github.com/Cartucho/mAP
IOU计算	https://github.com/fire717/Machine-Learning/blob/master/CV/codes/IOU.py
YOLO F1	https://github.com/fire717/Machine-Learning/blob/master/DIY/yoloF1.py
	https://github.com/fire717/Machine-Learning#其他
CS231n/Feifei Li	https://github.com/fire717/Machine-Learning/blob/master/Base/courses/cs231n
chinese-ocr项目	https://github.com/fire717/Machine-Learning/blob/master/CV/note/chineseocr-ctpn-densenet.md
《深度卷积网络：原理与实践》读书笔记	https://github.com/fire717/Machine-Learning/blob/master/CV/note/DCNN_book_note.md
手写汉字识别调研	https://github.com/fire717/Machine-Learning/blob/master/CV/note/handwrite_ocr_note.md
LeNet-5	https://github.com/fire717/Machine-Learning/blob/master/CV/nets/lenet5
AlexNet	https://github.com/fire717/Machine-Learning/blob/master/cv/nets/alexnet
VGGNet	https://github.com/fire717/Machine-Learning/blob/master/CV/nets/vgg
EfficientNet	https://github.com/titu1994/keras-efficientnets
SSD（自己实现）	https://github.com/fire717/Pytorch-SSD-And-Extension
EfficientDet	https://github.com/xuannianz/EfficientDet
谷歌bodypix（走通了tfjs转onnx转tnn安卓部署的流程，但是实时精度不高）	https://github.com/google-coral/project-bodypix
HyperLPR车牌识别	https://github.com/zeusees/HyperLPR
中文OCR1（YOLOv3+CRNN）	https://github.com/chineseocr/chineseocr
中文OCR2（CTPN + DenseNet）	https://github.com/YCG09/chinese_ocr
RFBNet(ECCV2018快速目标检测)	https://github.com/ruinmessi/RFBNet
AlphaPose(人体姿态估计)	https://github.com/MVIG-SJTU/AlphaPose
轻量级性别年龄分类模型	https://github.com/deepinsight/insightface/tree/master/gender-age
图像风格迁移	https://github.com/wenqiwenqi1/neural-style
超分辨率	https://github.com/titu1994/Image-Super-Resolution
Mask_RCNN人体关键点、分割	https://github.com/Superlee506/Mask_RCNN_Humanpose
人像卡通化	https://github.com/minivision-ai/photo2cartoon
移动端人脸检测1：libface	https://github.com/ShiqiYu/libfacedetection
移动端人脸检测2：Ultra Face	https://github.com/Linzaer/Ultra-Light-Fast-Generic-Face-Detector-1MB/blob/master/README_CN.md
人脸识别facenet-tf(2018)	https://github.com/davidsandberg/facenet
人脸识别facenet-pth(2018)	https://github.com/timesler/facenet-pytorch
AdaFace(2022)	https://github.com/mk-minchul/AdaFace
人脸关键点pth版	https://github.com/610265158/face_landmark_pytorch
CV知识点整理>>	https://github.com/fire717/Machine-Learning/blob/master/CV/knowledge.md
	https://github.com/fire717/Machine-Learning#4数据挖掘
特征工程	https://github.com/fire717/Machine-Learning/blob/master/DM/note/FeatureEngneering.md
常见数学、机器学习知识点整理>>	https://github.com/fire717/Machine-Learning/blob/master/DM/knowledge.md
	https://github.com/fire717/Machine-Learning#5其他
资源索引	https://github.com/fire717/Machine-Learning/blob/master/Others/infos
machine-learning	https://github.com/topics/machine-learning
deep-learning	https://github.com/topics/deep-learning
Readme	https://github.com/fire717/Machine-Learning#readme-ov-file
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Please reload this page	https://github.com/fire717/Machine-Learning
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