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ai-bootcamp

Self-paced bootcamp on Generative AI, LLMs & AI Agents

aind-isolation

aind-planning

aind-recognizer

aind-sudoku

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

bayesian-doodling

Playground for Bayesian/MCMC experiments/examples mostly using PyMC 3

be-a-beast

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

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

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

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

cryptogpt-crypto-twitter-sentiment-analysis-with-chatgpt-and-langchain

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

curiousily

curvy

University related project

customer-churn-detection-with-tensorflow-js

Customer churn prediction using Neural Networks with TensorFlow.js

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)

deploy-bert-for-sentiment-analysis-with-fastapi

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

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

dissertation

dotfiles

dots

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

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.

getting-started-with-tensorflow-js

Tutorial on the basics of TensorFlow.js in the browser. Includes Tensors, visualization with tfjs-vis and building a simple model.

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 BERT.

glow-flow

Puzzle game (similar to Flow) for iOS/Android written in Cocos2d-x

hacker-rank

www.hackerrank.com submissions

hackers-guide-to-deep-learning

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

haskell-99problems

my solutions to the 99 haskell problems http://www.haskell.org/haskellwiki/H-99:_Ninety-Nine_Haskell_Problems

how-to-predict-bitcoin-prices-using-lstms-in-keras

ketchup

Threaded painting using Java and Swing - University related project

learn-stats

Stats learning playground