elsieyin

fastText

Library for fast text representation and classification.

typora-cobalt-theme

A dark theme for Typora with enhanced UI

Mish

Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

Paper-list-on-Imbalanced-Time-series-Classification-with-Deep-Learning

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

competition-baseline

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

nlp_paper_study

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

ant-learn-pandas

pandas学习课程代码仓库

joyful-pandas

pandas中文教程

tsfresh

Automatic extraction of relevant features from time series:

m5-python-starter

Python framework for a good neural network for the Makidrakis 5 (M5) competition hosted on Kaggle.

Related-works-ch

工程与学术笔记

ml-mastery-zh

:book: [译] MachineLearningMastery 博客文章

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

team-learning

主要展示Datawhale的组队学习计划。

jupyter-themes

Custom Jupyter Notebook Themes

ydata-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

CS224n-winter-together

an Open Course Platform for Stanford CS224n (2020 Winter)

CLUE

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

albert_pytorch

A Lite Bert For Self-Supervised Learning Language Representations

ChineseGLUE

Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard

albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

pumpkin-book

《机器学习》（西瓜书）公式详解