321YY's repositories
300Days__MachineLearningDeepLearning
I am sharing my Journey of 300DaysOfData in Machine Learning and Deep Learning.
best-of-python
🏆 A ranked list of awesome Python open-source libraries and tools. Updated weekly.
Classic-Deep-Learning-Models
Implementation of classic deep learning models
cmaes
Lightweight CMA Evolution Strategy implementation for Python.
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
DataMiningCase
基于真实业务上手数据挖掘（银行流失预警）:数据的处理、LightGBM、skLearning包(里面含有：GridSearchCV寻找最优参、StratifiedKFold分层5折切分、_test_Split单次数据切分等)、叠层模型融合、画AUC图、画混淆矩阵图，并输出预测名单。
DataScienceStudyNotes
这个仓库保管从（数据科学学习手札69）开始的所有代码、数据等相关附件内容
EnglishLearning
英语笔记分享
enveloc
Python seismic envelope cross-correlation location
fastFM
fastFM: A Library for Factorization Machines
gcForest
This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'
Gradient-Free-Optimizers
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
humpday
Elo ratings for global black box derivative-free optimizers
KTBoost
A Python package which implements several boosting algorithms with different combinations of base learners, optimization algorithms, and loss functions.
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
phase-classification
Seismic Phase Classification
PointCloudSVMDemo
三维点云激光分类（建筑，树木）
PtitPrince
python version of raincloud
PyG2Plot
🎨 Python3 binding for `@AntV/G2Plot` Plotting Library .
scikit-fuzzy
Fuzzy Logic SciKit (Toolkit for SciPy)
Speech-Emotion-Recognition
Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别
torch-metrics
Metrics for model evaluation in pytorch
UCAS_Course_2019
**科学院大学2019-2020课程（秋季，春季，夏季）
ultraopt
Distributed Asynchronous Hyperparameter Optimization better than HyperOpt. 比HyperOpt更强的分布式异步超参优化库。
yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.