{"id":23802696,"url":"https://github.com/aritrakar/ai-projects","last_synced_at":"2026-04-13T06:47:54.045Z","repository":{"id":173357292,"uuid":"650640881","full_name":"aritrakar/ai-projects","owner":"aritrakar","description":"🤖A centralized collection of links to my AI projects roughly divided by topic.","archived":false,"fork":false,"pushed_at":"2024-06-04T00:57:04.000Z","size":22,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-01T22:30:52.512Z","etag":null,"topics":["numpy","pandas","python","pytorch","tensorflow"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/aritrakar.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-06-07T13:48:03.000Z","updated_at":"2024-06-04T00:58:23.000Z","dependencies_parsed_at":null,"dependency_job_id":"ab277f1c-07ad-4404-baf9-66120391664a","html_url":"https://github.com/aritrakar/ai-projects","commit_stats":null,"previous_names":["aritrakar/ai-projects"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aritrakar%2Fai-projects","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aritrakar%2Fai-projects/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aritrakar%2Fai-projects/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aritrakar%2Fai-projects/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aritrakar","download_url":"https://codeload.github.com/aritrakar/ai-projects/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240054049,"owners_count":19740763,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["numpy","pandas","python","pytorch","tensorflow"],"created_at":"2025-01-01T22:27:27.792Z","updated_at":"2025-11-11T06:32:01.598Z","avatar_url":"https://github.com/aritrakar.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# AI Projects portfolio\n\nA centralized collection of links to my A.I. projects roughly divided by topic.\n\n## Reinforcement Learning\n\n1. (WIP) DOOM Agent: [Link](https://github.com/aritrakar/doom)\n1. (WIP) StarCraft II Agent: [Link](https://github.com/aritrakar/starcraft2)\n2. Atari Pong: [Link](https://github.com/aritrakar/rl-exp/tree/main/Pong)\n1. Snake game: [Link](https://github.com/aritrakar/rl-exp/tree/main/Snake)\n1. Lunar Lander: [Link](https://github.com/aritrakar/rl-exp/blob/main/lunar_lander.py)\n\n## Text/NLP\n\n1. News summarizer: [Link](https://github.com/aritrakar/news-summarizer)\n1. Transformer from scratch: [Link](https://github.com/aritrakar/ml-from-scratch/blob/main/transformers_from_scratch.ipynb)\n1. Glassdoor job-rating prediction by sentiment analysis of company reviews: Please ask me.\n1. PDF-GPT: [Link](https://github.com/aritrakar/pdf-gpt)\n1. Sarcasm detection from news headlines: [Link](https://github.com/aritrakar/nlp-experiments)\n1. (Incoherent) Song generation: [Link](https://github.com/aritrakar/nlp-experiments)\n1. N.A.R.V.I.S (Not A Rather Very Intelligent System): [Link](https://github.com/aritrakar/Python-Projects/tree/master/Chatbot/Speech%20To%20Text)\n\n## Images \u0026 Videos\n\n1. CNN implementation for CIFAR-10 image classification: [Link](https://github.com/aritrakar/ml-from-scratch/blob/main/cnn_from_scratch.ipynb)\n1. Denoising Diffusion Probabilistic Models: [Link](https://github.com/aritrakar/ml-from-scratch/blob/main/ddpm_from_scratch.ipynb)\n1. Generative Adversarial Networks (GANs): [Link](https://github.com/aritrakar/ml-from-scratch/blob/main/ddpm_from_scratch.ipynb)\n1. Lane Detection: Simple (white) lane detection using Canny Hough transform. [Link](https://colab.research.google.com/drive/12gaDO2JxAtwXTWs23SJBBd6ckqii2yAo?usp=sharing)\n1. Traffic Sign Detection: [Link](https://github.com/aritrakar/TrafficSignDetection)\n1. Random Image Generator (GPT-3.5 connected to DALL-E 2): [Link](https://github.com/aritrakar/randomImageGen1)\n\n## Other\n\n1. Adversarial training of ResNet18 image classifier: [Link](https://github.com/aritrakar/ml-from-scratch/blob/main/adversarial_training_from_scratch.ipynb)\n1. Learning to drive via behavioural cloning: [Link](https://github.com/aritrakar/behavioral-cloning-car)\n1. Genetic algorithm neural networks simulation using C++: [Link](https://github.com/aritrakar/genetic-driving)\n1. Sudoku Solver (CSP): [C++](https://github.com/aritrakar/sudoku-csp) [Python](https://github.com/aritrakar/Python-Projects/tree/main/Sudoku)\n1. Bayesian Network: Please ask me.\n1. Decision Trees: Please ask me.\n1. Car price prediction using regression (NN and XGBR): Done, to upload.\n1. Car price classification using KNN: Done, to upload.\n1. Real-estate price prediction using decision trees: Done, to upload.\n1. Crew size prediction: [Link](https://github.com/aritrakar/Data-Science-Projects/tree/master/Crew_Size)\n1. Loan grant prediction: [Link](https://github.com/aritrakar/Data-Science-Projects/tree/master/Loan_Prediction)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faritrakar%2Fai-projects","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faritrakar%2Fai-projects","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faritrakar%2Fai-projects/lists"}