Projects in Awesome Lists by curiousily

https://github.com/curiousily/getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo

Last synced: 15 May 2025

https://github.com/curiousily/Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo

Last synced: 06 Apr 2025

https://github.com/curiousily/get-things-done-with-prompt-engineering-and-langchain

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.

artificial-intelligence chatgpt deep-learning gpt-4 gpt4 langchain language-models large-language-models llama2 openai prompt-engineering python

Last synced: 08 Apr 2025

https://github.com/curiousily/Get-Things-Done-with-Prompt-Engineering-and-LangChain

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.

artificial-intelligence chatgpt deep-learning gpt-4 gpt4 langchain language-models large-language-models llama2 openai prompt-engineering python

Last synced: 12 Mar 2025

https://github.com/curiousily/Deep-Learning-For-Hackers

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)

anomaly-detection artificial-intelligence autoencoders bert deep-learning image-augmentation intent-recognition jupyter-notebooks keras lstms machine-learning neural-networks object-detection python sentiment-analysis tensorflow tensorflow-tutorial time-series-classification time-series-forecasting

Last synced: 05 May 2025

https://github.com/curiousily/deep-learning-for-hackers

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)

anomaly-detection artificial-intelligence autoencoders bert deep-learning image-augmentation intent-recognition jupyter-notebooks keras lstms machine-learning neural-networks object-detection python sentiment-analysis tensorflow tensorflow-tutorial time-series-classification time-series-forecasting

Last synced: 12 Apr 2025

https://github.com/curiousily/ai-bootcamp

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, LLMs, RAGs, LangChain, LangGraph, Fine-tuning Llama 3 & AI Agents (CrewAI)

artificial-intelligence chatgpt crewai langchain langgraph large-language-models llama machine-learning prompt-engineering rag

Last synced: 15 May 2025

https://github.com/curiousily/Credit-Card-Fraud-Detection-using-Autoencoders-in-Keras

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

anomaly-detection autoencoders credit-card-fraud deep-learning keras tensorflow tensorflow-tutorial

Last synced: 14 Mar 2025

https://github.com/curiousily/credit-card-fraud-detection-using-autoencoders-in-keras

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

anomaly-detection autoencoders credit-card-fraud deep-learning keras tensorflow tensorflow-tutorial

Last synced: 05 Apr 2025

https://github.com/curiousily/AI-Bootcamp

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, LLMs, RAGs, LangChain, LangGraph, Fine-tuning Llama 3 & AI Agents (CrewAI)

artificial-intelligence chatgpt crewai langchain langgraph large-language-models llama machine-learning prompt-engineering rag

Last synced: 06 Jan 2025

https://github.com/curiousily/Deploy-BERT-for-Sentiment-Analysis-with-FastAPI

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

bert deep-learning deploy-machine-learning deployment fastapi huggingface huggingface-transformer machine-learning python pytorch rest rest-api sentiment-analysis transformers uvicorn

Last synced: 04 Dec 2024

https://github.com/curiousily/deploy-bert-for-sentiment-analysis-with-fastapi

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

bert deep-learning deploy-machine-learning deployment fastapi huggingface huggingface-transformer machine-learning python pytorch rest rest-api sentiment-analysis transformers uvicorn

Last synced: 24 Apr 2025

https://github.com/curiousily/TensorFlow-on-Android-for-Human-Activity-Recognition-with-LSTMs

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

android deep-learning lstm tensorflow tensorflow-tutorial

Last synced: 08 Apr 2025

https://github.com/curiousily/tensorflow-on-android-for-human-activity-recognition-with-lstms

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

android deep-learning lstm tensorflow tensorflow-tutorial

Last synced: 08 May 2025

https://github.com/curiousily/machine-learning-from-scratch

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.

artificial-intelligence book classification data-science machine-learning machine-learning-algorithms neural-networks notebook recommender-systems regression reinforcement-learning sentiment-analysis

Last synced: 07 May 2025

https://github.com/curiousily/Machine-Learning-from-Scratch

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.

artificial-intelligence book classification data-science machine-learning machine-learning-algorithms neural-networks notebook recommender-systems regression reinforcement-learning sentiment-analysis

Last synced: 27 Nov 2024

https://github.com/curiousily/ragbase

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

langchain llama3 llm pdf rag retrieval-augmented-generation streamlit

Last synced: 15 Apr 2025

https://github.com/curiousily/cryptogpt-crypto-twitter-sentiment-analysis-with-chatgpt-and-langchain

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

chatgpt cryptocurrency langchain python sentiment-analysis streamlit twitter

Last synced: 26 Apr 2025

https://github.com/curiousily/CryptoGPT-Crypto-Twitter-Sentiment-Analysis-with-ChatGPT-and-LangChain

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

chatgpt cryptocurrency langchain python sentiment-analysis streamlit twitter

Last synced: 04 Dec 2024

https://github.com/curiousily/deploy-keras-deep-learning-model-with-flask

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

airbnb deep-learning google-appengine jupyter-notebook keras machine-learning neural-network price-prediction python regression rest-api scikit-learn tensorflow

Last synced: 26 Apr 2025

https://github.com/curiousily/hackers-guide-to-deep-learning

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

deep-learning machine-learning machine-learning-api machine-learning-deploy machine-learning-engineering neural-networks python pytorch

Last synced: 26 Apr 2025

https://github.com/curiousily/tweetcrafter

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

ai-agents chatgpt crewai gpt-4o langchain llama tweeter

Last synced: 26 Apr 2025

https://github.com/curiousily/percipio

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

Last synced: 26 Apr 2025

https://github.com/curiousily/masterylistgpt-chat-with-your-todo-list-with-langchain-and-chatgpt

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

chat-gpt chatgpt langchain llm prompt-engineering python

Last synced: 26 Apr 2025

https://github.com/curiousily/MasteryListGPT-Chat-with-your-ToDo-List-with-LangChain-and-ChatGPT

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

chat-gpt chatgpt langchain llm prompt-engineering python

Last synced: 04 Dec 2024

https://github.com/curiousily/reproducible-ml-with-dvc

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

deep-learning dvc experiment-tracking linear-regression machine-learning metrics python random-forest reproducibility scikit-learn tracking

Last synced: 26 Apr 2025

https://github.com/curiousily/Reproducible-ML-with-DVC

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

deep-learning dvc experiment-tracking linear-regression machine-learning metrics python random-forest reproducibility scikit-learn tracking

Last synced: 04 Dec 2024

https://github.com/curiousily/todo-list-icon-classification-with-tensorflow-js

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

deep-learning javascript neural-network react reactjs tensorflow tensorflowjs text-classification

Last synced: 26 Apr 2025

https://github.com/curiousily/how-to-predict-bitcoin-prices-using-lstms-in-keras

Last synced: 26 Apr 2025

https://github.com/curiousily/logistic-regression-with-tensorflow-js

Predict diabetes disease using a Logistic Regression with TensorFlow.js

artificial-intelligence logistic-regression machine-learning machine-learning-tutorial tensorflow-js tensorflowjs

Last synced: 26 Apr 2025

https://github.com/curiousily/customer-churn-detection-with-tensorflow-js

Customer churn prediction using Neural Networks with TensorFlow.js

customer-churn-prediction deep-learning javascript neural-networks tensorflow

Last synced: 26 Apr 2025

https://github.com/curiousily/ml-in-the-browser-for-hackers-with-tensorflow-js

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

data-science linear-regression machine-learning tensorflow-js tensorflow-tutorials tensorflowjs

Last synced: 26 Apr 2025

https://github.com/curiousily/linear-regression-with-tensorflow-js

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

artificial-intelligence data-science javascript linear-regression machine-learning tensorflow tensorflowjs

Last synced: 26 Apr 2025

https://github.com/curiousily/simple-neural-network-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.

artificial-intelligence data-science deep-learning javascript machine-learning neural-networks tensorflow