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High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
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Jun 10, 2024 - Python
Transformers 3rd Edition
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Jun 10, 2024 - Jupyter Notebook
Implementation for the different ML tasks on Kaggle platform with GPUs.
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Jun 11, 2024 - Jupyter Notebook
repo for training and experiments with skin-cancer dataset from kaggle
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Jun 5, 2024 - Jupyter Notebook
Train and fine-tune diffusion models. Perform image-to-image class transfer experiments.
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Jun 5, 2024 - Python
A convenient way to trigger synchronizations to wandb / Weights & Biases if your compute nodes don't have internet!
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Jun 4, 2024 - Python
Testing ray tune with slurm batch submission and optuna and wandb
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Jun 4, 2024 - Python
In this project we have developed a Deep Autoencoder using Dense Neural Networks to perform dimensionality reduction on MNIST and FMNIST datasets. The project includes training, saving, and evaluating models using PyTorch. Utilized the Weight & Biases library for monitoring and comparison of model performance
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Jun 4, 2024 - Jupyter Notebook
All Assignments of the course, Statistical Methods in AI at IIITH, Monsoon 2024
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Jun 2, 2024 - Jupyter Notebook
Interactively inspect module inputs, outputs, parameters, and gradients.
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May 30, 2024 - Python
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
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May 29, 2024 - Python
DL model deployment using docker, API deployment with FastAPI, and MLOps using WandB for overhead-mnist dataset
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May 29, 2024 - Python
PyTorch-Lightning Library for Neural News Recommendation
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May 27, 2024 - Python
hackable boilerplate for PyTorch Lightning driven deep learning research in Lightning AI Studios
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May 24, 2024 - Python
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May 15, 2024 - Jupyter Notebook
Files needed to run flow-forecast as a container.
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May 9, 2024 - Python
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