Introduction to Statistics using Python

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

Machine learning, in numpy

Solution to Kaggle's Quora Duplicate Question Detection Competition

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

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

Code from my experiments on Numerai

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.

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

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,…

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

All Algorithms implemented in Python

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）

💬 Machine Learning Course with Python:

📚 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

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

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

Sandbox for training deep learning networks

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

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》)

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

Web Scraper for Sina Weibo Search by Keywords

Face detection with Python and HTML

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

A paper list of object detection using deep learning.

Visualize How Convolutional Neural Networks Work with Keras

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.

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

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