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awesome-python

An opinionated list of awesome Python frameworks, libraries, software and resources.

cs-video-courses

List of Computer Science courses with video lectures.

bert

TensorFlow code and pre-trained models for BERT

Python

My Python Examples

python-guide

Python best practices guidebook, written for humans.

glances

Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

doccano

Open source annotation tool for machine learning practitioners.

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

BERT-pytorch

Google AI 2018 BERT pytorch implementation

autoscraper

A Smart, Automatic, Fast and Lightweight Web Scraper for Python

vizceral

WebGL visualization for displaying animated traffic graphs

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

ml-interviews-book

https://huyenchip.com/ml-interviews-book/

python

Docker Official Image packaging for Python

StudyBook

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)

tez

Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.

course-gitbook

Full Stack Deep Learning Online Course

PURE

[NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812

pytestDemo

使用 Python+Requests+Pytest+YAML+Allure 实现接口自动化

datatableton

100 exercises to learn Python Datatable

kaggle_pipeline_tps_aug_22

Kaggle Pipeline for tabular data competitions

autoscrape-py

An automated, programming-free web scraper for interactive sites

image-classification-api

Serving model through api. FastApi + PytorchLightning

Click-Through-Rate-prediction

face-watcher

This repository contains end to end implementation of Face Recognition using FaceNet and MTCNN

cassava_leaf_classifier

A baseline repo for creating end to end machine learning app, from training to API creation to hooking it in UI using ReactJS