Discover curiousily/AI-Bootcamp Open Source project

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

2,305

Get-Things-Done-with-Prompt-Engineering-and-LangChain

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

1,047

Deep-Learning-For-Hackers

iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data

1,009

Credit-Card-Fraud-Detection-using-Autoencoders-in-Keras

Deploy BERT for Sentiment Analysis as REST API using FastAPI, Transformers by Hugging Face and PyTorch

505

Deploy-BERT-for-Sentiment-Analysis-with-FastAPI

iPython notebook and Android app that shows how to build LSTM model in TensorFlow and deploy it on Android

194

TensorFlow-on-Android-for-Human-Activity-Recognition-with-LSTMs

Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.

193

Machine-Learning-from-Scratch

Streamlit application that leverages ChatGPT and LangChain to analyze tweet sentiment from selected Twitter authors.

158

CryptoGPT-Crypto-Twitter-Sentiment-Analysis-with-ChatGPT-and-LangChain

Build Deep Neural Network model in Keras and deploy a REST API to production with Flask on Google App Engine

Deploy-Keras-Deep-Learning-Model-with-Flask

Tutorials on how to engineer Machine Learning projects using Deep Neural Networks with PyTorch and Python

Hackers-Guide-to-Deep-Learning

Easy Data science (Machine learning) in JavaScript & Node (Multi-armed bandits, Naive Bayes)

percipio

Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC

Reproducible-ML-with-DVC

Streamlit app for scheduling habits and interacting with your schedule using ChatGPT and LangChain

MasteryListGPT-Chat-with-your-ToDo-List-with-LangChain-and-ChatGPT

Use ReactJS and TensorFlow to suggest icons based on text in a ToDo list app

todo-list-icon-classification-with-tensorflow-js

How-to-Predict-Bitcoin-Prices-using-LSTMs-in-Keras

Write tweets with AI Agents (CrewAI) and LLMs (Llama 3, GPT-4o)

tweetcrafter

Predict diabetes disease using a Logistic Regression with TensorFlow.js

Logistic-Regression-with-TensorFlow-js

Completely local RAG (with open LLM) and UI to chat with your PDF documents. Uses LangChain, Streamlit, Ollama (Llama 3.1), Qdrant and advanced methods like reranking and semantic chunking.

ragbase

Machine Learning examples for beginners showing how to use TensorFlow.js in the browser

ML-in-the-Browser-for-Hackers-with-TensorFlow-js

Customer churn prediction using Neural Networks with TensorFlow.js

Customer-Churn-Detection-with-TensorFlow-js

Predict football season outcomes using MCMC simulations

mcmc-football-prediction

Build a Linear Regression model using TensorFlow.js and use to predict house prices

Linear-Regression-with-TensorFlow-js

Build a simple Neural Network model in TensorFlow.js to make a laptop buying decision. Learn why Neural Networks need activation functions and how should you initialize their weights.

Simple-Neural-Network-with-TensorFlow-js

The No BS guide to get strong, lose fat and build muscle

Be-a-Beast

dissertation

True/false quiz for Android/iOS written in Cocos2d-x

simple-quiz

C++

curiousily

trackme

Track profile/personal activities of others. University related project

Haskell

glow-flow

C++

white-tile

Fun puzzle/arcade game for iOS/Android written in Cocos2d-x

C++

dotfiles

Shell

curvy

University related project

Java

learn-stats

Stats learning playground

alien-vs-predator-tensorflow-js-classification

Build a simple Convolutional Neural Network with TensorFlow.js and use it to classify images of Aliens and Predators

Store Manager. Example using WPF, Entity Framework 4.2 and other stuff. University related project

storable

burglar-alarm-system-with-tensorflow-js-and-react

Use TensorFlow’s Object Detection model (COCO-SSD) to detect intruders from images and webcam feeds