Pinned Repositories
awesome-plasma-physics-courses
:books: List of awesome university courses to learn Plasma Physics and Fusion!
awesome-python-cn
Python资源大全中文版，内容包括：Web框架、网络爬虫、网络内容提取、模板引擎、数据库、数据可视化、图片处理、文本处理、自然语言处理、机器学习、日志、代码分析等
awesome_time_series_in_python
This curated list contains python packages for time series analysis
basic_information_theory
early-stopping-pytorch
Early stopping for PyTorch
fastai
The fastai deep learning library
ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
MEMD-Python-
Python version of the Multivariate Empirical Mode Decomposition algorithm
PyMultiNest
Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.
TimeSeries_Seq2Seq
This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.
fangsfdavid's Repositories
fangsfdavid/ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
fangsfdavid/MEMD-Python-
Python version of the Multivariate Empirical Mode Decomposition algorithm
fangsfdavid/PyMultiNest
Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.
fangsfdavid/TimeSeries_Seq2Seq
This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.
fangsfdavid/awesome-plasma-physics-courses
:books: List of awesome university courses to learn Plasma Physics and Fusion!
fangsfdavid/awesome-python-cn
Python资源大全中文版，内容包括：Web框架、网络爬虫、网络内容提取、模板引擎、数据库、数据可视化、图片处理、文本处理、自然语言处理、机器学习、日志、代码分析等
fangsfdavid/awesome_time_series_in_python
This curated list contains python packages for time series analysis
fangsfdavid/basic_information_theory
fangsfdavid/early-stopping-pytorch
Early stopping for PyTorch
fangsfdavid/fastai
The fastai deep learning library
fangsfdavid/fastbook
The fastai book, published as Jupyter Notebooks
fangsfdavid/fastpages
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
fangsfdavid/flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
fangsfdavid/HyperTS
A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
fangsfdavid/Infomax-pytorch
This is a simple pytorch implementation of Deep-INFOMAX
fangsfdavid/interviews.ai
This book was written for you: an aspiring data scientist with a quantitative background, facing down the gauntlet of the interview process in an increasingly competitive field. For most of you, the interview process is the most significant hurdle between you and a dream job.
fangsfdavid/jupyter-book
Build interactive, publication-quality documents from Jupyter Notebooks
fangsfdavid/matlab_kernel
Jupyter Kernel for Matlab
fangsfdavid/ml-helio.github.io
Website of the ML-Helio conference
fangsfdavid/mmdetection
OpenMMLab Detection Toolbox and Benchmark
fangsfdavid/MVGC1
The MVGC Multivariate Granger Causality toolbox for Granger-causal inference from time-series data.
fangsfdavid/neural_prophet
NeuralProphet: A simple forecasting package
fangsfdavid/pymeridian
python for meridian project.
fangsfdavid/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more
fangsfdavid/ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
fangsfdavid/sample-blog
This is a sample blog that uses Fastpages from FastAI.
fangsfdavid/singularity
Singularity: Application containers for Linux
fangsfdavid/team-learning-data-mining
主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。
fangsfdavid/TimeSeriesAnalysisWithPython
fangsfdavid/wavelets
Torrence & Compo Wavelet Analysis Software