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AI Projects portfolio

A centralized collection of links to my A.I. projects roughly divided by topic.

Reinforcement Learning

  1. (WIP) DOOM Agent: Link
  2. (WIP) StarCraft II Agent: Link
  3. Atari Pong: Link
  4. Snake game: Link
  5. Lunar Lander: Link

Text/NLP

  1. News summarizer: Link
  2. Transformer from scratch: Link
  3. Glassdoor job-rating prediction by sentiment analysis of company reviews: Please ask me.
  4. PDF-GPT: Link
  5. Sarcasm detection from news headlines: Link
  6. (Incoherent) Song generation: Link
  7. N.A.R.V.I.S (Not A Rather Very Intelligent System): Link

Images & Videos

  1. CNN implementation for CIFAR-10 image classification: Link
  2. Denoising Diffusion Probabilistic Models: Link
  3. Generative Adversarial Networks (GANs): Link
  4. Lane Detection: Simple (white) lane detection using Canny Hough transform. Link
  5. Traffic Sign Detection: Link
  6. Random Image Generator (GPT-3.5 connected to DALL-E 2): Link

Other

  1. Adversarial training of ResNet18 image classifier: Link
  2. Learning to drive via behavioural cloning: Link
  3. Genetic algorithm neural networks simulation using C++: Link
  4. Sudoku Solver (CSP): C++ Python
  5. Bayesian Network: Please ask me.
  6. Decision Trees: Please ask me.
  7. Car price prediction using regression (NN and XGBR): Done, to upload.
  8. Car price classification using KNN: Done, to upload.
  9. Real-estate price prediction using decision trees: Done, to upload.
  10. Crew size prediction: Link
  11. Loan grant prediction: Link