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abandittesting

No Regrets: A deep dive comparison of bandits and A/B testing

ai_emotion_detection

Spring 2020 AI project on emotion detection

articles

References to the Medium articles

attention_seq2seq-translation

bandit_algorithms

Implementation of Multi-armed Bandit Algorithms.

bandit_simulations

Bandit algorithms simulations for online learning

bandits

Python library for Multi-Armed Bandits

banditsbook

Code for my book on Multi-Armed Bandit Algorithms

bayesian-belief-network

bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PyMC3)

bert_for_longer_texts

BERT classification model for processing texts longer than 512 tokens. Text is first divided into smaller chunks and after feeding them to BERT, intermediate results are pooled. The implementation allows fine-tuning.

builtiin

carnd-vehicle-detection

Vehicle detection using YOLO in Keras runs at 21FPS

chat-langchain

chatbot-csv

AI chatbot 🤖 for chat with your CSV data 📄 | using Langchain🦜 | OpenAI | Streamlit ⚡

cheat-sheets

Developer Cheatsheets

click-prediction

Data Viz, Data Cleaning, Feature Engineering, Modeling and the Economic Impact of a Click-Through Prediction

cloudml-samples

Cloud ML Engine is now a part of AI Platform

codes_for_articles

contextual-bandit

working example of a contextual multi-armed bandit

contextual-multi-armed-bandits

contextualbandits

Python implementations of contextual bandits algorithms

credit-risk-modeling

credit-risk-modeling

credit_risk_model

A comprehensive credit risk model and scorecard using data from Lending Club

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

dash-sample-apps

Apps hosted in the Dash Gallery

db-gpt-hub

A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance, especially in Text-to-SQL.

deep-vision

Learning and replicating famous deep learning models for computer vision tasks

diffusion-models-pytorch

Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)

diffusion-nbs

Getting started with diffusion