pucca601

Python

All Algorithms implemented in Python

CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

transformers

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

LeetCodeAnimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

deeplearning-models

A collection of various deep learning architectures, models, and tips

numpy-ml

Machine learning, in numpy

clip-as-service

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

deep_learning_object_detection

A paper list of object detection using deep learning.

kedro

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

google-images-download

Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!

tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

machine-learning-course

:speech_balloon: Machine Learning Course with Python:

imgclsmob

Sandbox for training deep learning networks

AdaBound

An optimizer that trains as fast as Adam and as good as SGD.

NLP-with-Python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

Hands-on-Machine-Learning

A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

intro2stats

Introduction to Statistics using Python

numerai

Code from my experiments on Numerai

kaggle-quora-dup

Solution to Kaggle's Quora Duplicate Question Detection Competition

cnn-visualization

Visualize How Convolutional Neural Networks Work with Keras

cortana-intelligence-price-optimization

Retail industry solutions for product price optimization using the Cortana Intelligence Suite with end-to-end walkthrough

Face-Detection

Face detection with Python and HTML

createmomo.github.io

SinaWeiboScraper

Web Scraper for Sina Weibo Search by Keywords

role-pattern-nlp

Build and match patterns for semantic role labelling / information extraction with SpaCy