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100-days-of-ml-code

100 Days of ML Coding

annotated_deep_learning_paper_implementations

🧑‍🏫 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, ... 🧠

awesome-python-applications

💿 Free software that works great, and also happens to be open-source Python.

bas-relief-generator

basic_algorithms

bert

TensorFlow code and pre-trained models for BERT

bert-pytorch

PyTorch implementation of BERT in "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"

bert-pytorch-1

Google AI 2018 BERT pytorch implementation

bilstm

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

chatbot

知识图谱 neo4j 答案查找 + 机器学习 分类模型 问题分析 = 电影知识库问答机器人

chatbot-1

一个可以自己进行训练的中文聊天机器人， 根据自己的语料训练出自己想要的聊天机器人，可以用于智能客服、在线问答、智能聊天等场景。目前包含seq2seq、seqGAN版本、tf2.0版本、pytorch版本。

chatbot-base-on-knowledge-graph

使用深度学习方法解析问题 知识图谱存储 查询知识点 基于医疗垂直领域的对话系统

chatbot-with-knowledge-graph

chatbotcourse

自己动手做聊天机器人教程

cheatsheet.dennyzhang.com

Apply best practices via CheatSheets

cplusplusthings

C++那些事

cs315lab

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

datasets

Machine learning datasets used in tutorials on MachineLearningMastery.com

decision-tree-python

Decision tree implementation from scratch

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

design-patterns-for-humans

An ultra-simplified explanation to design patterns

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

generative-adversarial-networks-projects

Generative Adversarial Networks Projects, published by Packt

hands-on-explainable-ai-xai-with-python

Explainable AI with Python, published by Packt

helloworld

interpreting-machine-learning-models

Interpreting Machine Learning (XAI) Models is one of the Hot topics in AI now a days.

knowledge-graph-with-nlp

Creating a Knowledge Graph based on NLP