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Dr. Cat Lu's Projects

alphalens icon alphalens

Performance analysis of predictive (alpha) stock factors

ast icon ast

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

auto-pytorch icon auto-pytorch

Automatic architecture search and hyperparameter optimization for PyTorch

autots icon autots

Automated Time Series Forecasting

conformer icon conformer

PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)

cwlab icon cwlab

Some work about Ham CW, Morse code,

getting-things-done-with-pytorch icon 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, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

hundun icon hundun

🦋 hundun is a python library for the exploration of chaos.

intro2ds icon intro2ds

《数据科学概论》各章代码及案例数据

klinechart icon klinechart

📈Lightweight k-line chart that can be highly customized. Zero dependencies. Support mobile.(可高度自定义的轻量级k线图,无第三方依赖,支持移动端)

learn_backtrader icon learn_backtrader

BackTrader中文教程笔记(by:量化投资与机器学习),系统性介绍Bactrader的特性、策略构建、数据结构、回测交易等,彻底掌握量化神器的使用方法。章节:介绍篇、数据篇、指标篇、交易篇、策略篇、可视化篇……(持续更新中)

masr icon masr

Pytorch实现的流式与非流式的自动语音识别框架,同时兼容在线和离线识别,目前支持Conformer、Squeezeformer、DeepSpeech2模型,支持多种数据增强方法。

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