Machinelearning Libraries

Notebooks as published on unsupervised-learning.com (RIP).

在本系列中，你可能会接触到数据挖掘、机器学习、深度学习、自然语言处理、人工智能等很多的概念。值得说明的是，鉴于很多的算法实现是以文字结合代码介绍为最佳，因此工具实践篇中的大部分内容是以 Juypter Notebook 的形式放在该仓库中，并且在 Colab 中进行浏览、编辑与实验。 1956 年，几个计算机科学家相聚在达特茅斯会议，提出了“人工智能”的概念，梦想着用当时刚刚出现的计算机来构造…

在本系列中，你可能会接触到数据挖掘、机器学习、深度学习、自然语言处理、人工智能等很多的概念。值得说明的是，鉴于很多的算法实现是以文字结合代码介绍为最佳，因此工具实践篇中的大部分内容是以 Juypter Notebook 的形式放在该仓库中，并且在 Colab 中进行浏览、编辑与实验。 1956 年，几个计算机科学家相聚在达特茅斯会议，提出了“人工智能”的概念，梦想着用当时刚刚出现的计算机来构造…

A repository for the code, files, and other assets used in LearnDataSci articles. Links to posts on LearnDataSci and their repos (sorted by recency):

There are different alternatives to install tslearn:

Minigames come as a controled environments that might be useful to exploit game features in SC2. General purpose learning system for Startcraft 2 can be a daunting task. So there is a logical option …

An open-source framework for real-time anomaly detection using Python, Elasticsearch and Kibana. The recommended installation method is to use pip within a Python 3.x virtalenv. You can use dsio thro…

Machine Learning and NLP: Text Classification using python, scikit-learn and NLTK

Build personalized machine learning models for Tinder based on your historical preference using Python. There are three parts to this: The last layer of a CNN trained for facial classification can be…

Let's consider a toy example and train an SVM on the Iris dataset. First, import required packages and define command-line arguments: Define a configuration object for the experiment: Lets create an …

This repository presents an automated machine learning approach in Python to create a stress monitoring system with data from devices such as fitness trackers. With the rising popularity of trackers …

Python拥有大量的数据分析、统计和机器学习库，使其成为许多数据科学家的首选语言。 以下是基于Python的机器学习总结，包括一些广泛使用的机器学习方法和工具。 机器学习实战 《统计学习方法》算法实现 简单的聊天机器人实现

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI . I am going to upload new material…

Esta é a página sobre o teste prático para os candidatos ao processo seletivo de cientistas, analistas e engenheiros de dados para o time de Business Science & Analytics do olist. O olist é a mai…

In regression problems we do real value predictions. Basically we try to draw a line/plane/n-dimensional plane along the training examples. In classification problems we split input examples by certa…

Key features: Install from PyPi. Be aware that Ludwig requires Python 3.8+. Or install with all optional dependencies: Let's fine-tune a pretrained LLaMA-2-7b large language model to follow instructi…

I will update this repository to learn Machine learning with python with statistics content and materials practise in Kaggle : Did necessary preprocessing and predicted the result using the Linear re…

The documentation is still being improved, so if a tutorial you need isn't there yet, check back soon or post an issue! If you're installing on a system with GPU access: Otherwise: Finally, regardles…

TensorWatch is a debugging and visualization tool designed for data science, deep learning and reinforcement learning from Microsoft Research. It works in Jupyter Notebook to show real-time visualiza…

This project aims at providing a free alternative to Amazon Rekognition services. Note down the IMAGEID at the end and run the docker This project currently supports This project uses the following.

基于TensorFlow 2正式版！！！ 理论与实战结合，非常适合入门学习！！！ 联系邮箱(一般问题建议Github issues交流)：liangqu.long AT gmail.com 以下高校已采用本书作为专业教材或参考资料(排名不分先后)，欢迎更多高校加入！发送邮件即可索取PPT原始教案。 适合零基础、希望快速入门AI的朋友，提供答疑、指导等全方位服务。

Retentioneering is a Python library that makes analyzing clickstreams, user paths (trajectories), and event logs much easier, and yields much broader and deeper insights than funnel analysis. You can…

We want to We provide Explore the sample apps by running You can download the example files only, i.e. without installing all the python packages, via Click one of the buttons Thanks I would love to …

Machine learning is applied everywhere, from business to research and academia, while Scikit-Learn is a versatile library that is popular among machine learning practitioners. This book serves as a p…

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This project was originally initiated under the influence of Google Developer Student Clubs and Microsoft Learn Student Ambassadors - SSUET campus to teach more and more students about technology. Ov…