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Bardia Shahrestani's Projects

4dgaussians icon 4dgaussians

4D Gaussian Splatting for Real-Time Dynamic Scene Rendering

airl-socrates icon airl-socrates

Emulating Socrates' character from Plato's works using AI-aligned Reinforcement Learning (AIRL) and pre-trained generative models

alis icon alis

👨‍🏫 Active Learning Intelligent System. Whitepaper for an AI-powered universal education solution. Inspired from VALIS by PKD.

biblestudies icon biblestudies

📖 Word frequency analysis, and language modelling of the bible with markov chains and LSTM network.

cnnformnist icon cnnformnist

✍ An implementation of a CNN for the MNIST handwritten digits dataset. The model achieves an accuracy of 93.7% on the test set after 100 epochs and can be trained and evaluated in a few minutes.

commithistory icon commithistory

📅 This is a visualization of the history of commits to the Open-Source project that I am working on.

datastructures icon datastructures

🧮 A few common and not-so-common data structures for me to use in other projects

fspbt-image-translation icon fspbt-image-translation

"Interactive Video Stylization Using Few-Shot Patch-Based Training" by O. Texler et al. in PyTorch Lightning

gameoflife icon gameoflife

👾 A very primitive implementation of John Conway's Game of Life in python. (Made in 10 minutes)

gma icon gma

Learning to Estimate Hidden Motions with Global Motion Aggregation (ICCV 2021)

instagram-scraper icon instagram-scraper

🤳 Python script that scrapes Instagram, retrieves images and extracts relevant info about multiple users.

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

languagemodels icon languagemodels

📜 Semi-predictable paragraphs and texts to teach your Transformer Model

purepythonnaivebayes icon purepythonnaivebayes

🎲 An implementation of Gaussian Naive Bayes with Full Theoretical Probability Background

quikeval_extractor icon quikeval_extractor

🔬 Automatically log files from quikeval software, then read log files, extract datapoints for all channels and plot them.

simswap icon simswap

An arbitrary face-swapping framework on images and videos with one single trained model!

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