Pinned Repositories
-MAHiDFNet
Multi-attentive hierarchical dense fusion net for fusion classification of hyperspectral and LiDAR data
30-seconds-of-python
A curated collection of useful Python snippets that you can understand in 30 seconds or less.
Ai-Learn
人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
An-Introduction-to-Statistical-Learning
This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning in python.
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
aukit
audio toolkit. 好用的语音处理工具箱,包含语音降噪、音频格式转换、特征频谱生成等模块。
Auto_TS
Automatically build ARIMA, SARIMAX, VAR, FB Prophet and ML Models on Time Series data sets with a Single Line of Code
awesome-speech-enhancement
speech enhancement\speech seperation\sound source localization
interpretable-ml-book-zh
interpretable-ml-book中文翻译
sktime-dl
sktime companion package for deep learning based on TensorFlow
zwbjtu123's Repositories
zwbjtu123/interpretable-ml-book-zh
interpretable-ml-book中文翻译
zwbjtu123/An-Introduction-to-Statistical-Learning
This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning in python.
zwbjtu123/aukit
audio toolkit. 好用的语音处理工具箱,包含语音降噪、音频格式转换、特征频谱生成等模块。
zwbjtu123/awesome-speech-enhancement
speech enhancement\speech seperation\sound source localization
zwbjtu123/cvx_short_course
Materials for a short course on convex optimization.
zwbjtu123/darts
A python library for easy manipulation and forecasting of time series.
zwbjtu123/Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
zwbjtu123/Deep-Time-Series-Prediction
Seq2Seq, Bert, Transformer, WaveNet for time series prediction.
zwbjtu123/deeplearning-models
A collection of various deep learning architectures, models, and tips
zwbjtu123/DisVoice
python freamework to extract features from speech
zwbjtu123/fft-conv-pytorch
Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.
zwbjtu123/flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
zwbjtu123/forecasting
Time Series Forecasting Best Practices & Examples
zwbjtu123/Getting-Things-Done-with-Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases.
zwbjtu123/google-research
Google Research
zwbjtu123/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
zwbjtu123/MCNS
zwbjtu123/MLSTM-FCN
Multivariate LSTM Fully Convolutional Networks for Time Series Classification
zwbjtu123/MTBook
《机器翻译:统计建模与深度学习方法》肖桐 朱靖波 著 - Machine Translation: Statistical Modeling and Deep Learning Methods
zwbjtu123/pmdarima
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
zwbjtu123/practical-statistics-for-data-scientists
Code repository for O'Reilly book
zwbjtu123/prml-1
Repository of notes, code and notebooks for the book Pattern Recognition and Machine Learning by Christopher Bishop
zwbjtu123/PyHealth
A Python Library for Healthcare AI
zwbjtu123/sweetviz
Visualize and compare datasets, target values and associations, with one line of code.
zwbjtu123/tf_fourier_features
Tensorflow 2.0 implementation of Fourier Feature Mapping Networks.
zwbjtu123/Time-series-prediction
A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter
zwbjtu123/timeseers
Time should be taken seer-iously
zwbjtu123/timeseries
Time Series package for fastai v2
zwbjtu123/tods
TODS: An Automated Time-series Outlier Detection System
zwbjtu123/tseries-patterns
trend / momentum and other patterns in financial timeseries