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1. LSTMppo-DRL-StockTrader LSTMppo-DRL-StockTrader Public

   Deep Reinforcement Learning (DRL) stock trading system with LSTM-PPO, integrating technical indicators and FinBERT-based news sentiment analysis.

   Jupyter Notebook 26 4

2. Latent-Diffusion-MNIST-DDPM-using-Autoencoder Latent-Diffusion-MNIST-DDPM-using-Autoencoder Public

   Unlock the potential of latent diffusion models with MNIST! 🚀 Dive into reconstructing and generating digits using cutting-edge techniques like Autoencoders with Channel Attention Blocks and DDPMs.…

   Jupyter Notebook 15

3. From-Chaos-to-Clarity-Denoising-Images-with-UNet-and-GANs From-Chaos-to-Clarity-Denoising-Images-with-UNet-and-GANs Public

   ✨ Dive into image denoising magic! This project uses Attention U-Net and PatchGAN to tackle noise types like low Gaussian and salt-and-pepper noise. Perfect for computer vision, deep learning, and …

   Jupyter Notebook 10

4. VAE-MNIST-Variable-Latent-Size-Reconstruction-and-Visualization VAE-MNIST-Variable-Latent-Size-Reconstruction-and-Visualization Public

   Dive into the world of Variational Autoencoders (VAEs) with MNIST! 🎨✨ Explore variable latent sizes (2, 4, 16) to see how they affect reconstruction, latent space visualizations, and performance me…

   Jupyter Notebook 10

5. FashionTagger FashionTagger Public

   Upload your fashion images and get detailed labels, such as category, color, and season, predicted by my AI model using an ensemble of CNN architectures.

   Jupyter Notebook 12

6. RL_practices RL_practices Public

   Collection of my Reinforcement Learning (RL) practices including DQN, D3QN, and Adaptive Gamma, applied to the Lunar Lander and CartPole environments. 🚀🕹️

   Jupyter Notebook 17