7688 Open source projects that are alternatives of or similar to Machine Learning

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

Example projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.

pytorch 包教不包会

🔥机器学习/深度学习/Python/算法面试/自然语言处理教程/剑指offer/machine learning/deeplearning/Python/Algorithm interview/NLP Tutorial

🙄 Difficult algorithm, Simple code.

Material for the tutorial: "Deep Diving into GANs: from theory to production"

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

TensorFlow documentation

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

Códigos e materiais sobre TensorFlow em Português

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Lab Materials for MIT 6.S191: Introduction to Deep Learning

Getting started with AllenNLP and PyTorch by training a tweet classifier

DeepLearning.AI TensorFlow Developer Professional Certificate Specialization

All the slides, accompanying code and exercises all stored in this repo. 🎈

General Assembly's 2015 Data Science course in Washington, DC

PyTorch 101 series covering everything from the basic building blocks all the way to building custom architectures.

Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

Important paper implementations for Question Answering using PyTorch

YoloV3 Implemented in Tensorflow 2.0

My personal notes, presentations, and notebooks on everything Deep Learning.

由淺入深的深度學習資源 Collection of deep learning materials for everyone

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Tutorials for TensorFlow APIs the official documentation doesn't cover

How to use TensorLayer

Tutoriais de Python, Data Science, Machine Learning e Deep Learning - Sigmoidal

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

Machine Learning notebooks for refreshing concepts.

Datasets, tools, and benchmarks for representation learning of code.

Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.

Predict chessboard FEN layouts from images using TensorFlow

Github repo with tutorials to fine tune transformers for diff NLP tasks

pytablewriter is a Python library to write a table in various formats: CSV / Elasticsearch / HTML / JavaScript / JSON / LaTeX / LDJSON / LTSV / Markdown / MediaWiki / NumPy / Excel / Pandas / Python / reStructuredText / SQLite / TOML / TSV.

Android TensorFlow Lite Machine Learning Example

利用Python进行数据分析 第二版 (2017) 中文翻译笔记

A simple probabilistic programming language.

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

💫 Industrial-strength Natural Language Processing (NLP) in Python

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

Support content for my blog

Official Repository for 'Practical Natural Language Processing' by O'Reilly Media

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

PyTorch Tutorial for Deep Learning Researchers

Quiz & Assignment of Coursera

This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai

Image augmentation library in Python for machine learning.

Udacity Deep Learning MOOC assignments

A collection of Bayesian data analysis recipes using PyMC3

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.

Open Machine Learning course at MIPT